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Guido Imbens

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Blog mentions

As found by EconAcademics.org, the blog aggregator for Economics research:
  1. Daniel Benjamin & James Berger & Magnus Johannesson & Brian Nosek & E. Wagenmakers & Richard Berk & Kenneth Bollen & Bjorn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Christopher Chambe, 2017. "Redefine Statistical Significance," Artefactual Field Experiments 00612, The Field Experiments Website.
    • Daniel J. Benjamin & James O. Berger & Magnus Johannesson & Brian A. Nosek & E.-J. Wagenmakers & Richard Berk & Kenneth A. Bollen & Björn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Chr, 2018. "Redefine statistical significance," Nature Human Behaviour, Nature, vol. 2(1), pages 6-10, January.

    Mentioned in:

    1. [統計][経済][科学]新発見の統計的有意性のp値の閾値は5%から0.5%に下げよ
      by himaginary in himaginaryの日記 on 2017-08-29 05:00:00
    2. New p-Value Thresholds for Statistical Significance
      by Francis Diebold in No Hesitations on 2017-08-28 04:46:00
    3. More on New p-Value Thresholds
      by Francis Diebold in No Hesitations on 2017-09-04 22:17:00
  2. Guido W. Imbens, 2009. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," NBER Working Papers 14896, National Bureau of Economic Research, Inc.

    Mentioned in:

    1. Rise and Fall of a Method
      by Agent Continuum in Agent Continuum on 2010-04-21 18:53:35
    2. is not too LATE for empirical development!!!
      by Dany in Rigotnomics on 2009-04-24 04:43:00
  3. Alberto Abadie & Jane Leber Herr & Guido W. Imbens & David M. Drukker, 2004. "NNMATCH: Stata module to compute nearest-neighbor bias-corrected estimators," Statistical Software Components S439701, Boston College Department of Economics.

    Mentioned in:

    1. Thoughts on "Bias and the Bar"
      by Christopher Zorn in Empirical Legal Studies on 2009-05-01 00:12:22

    Mentioned in:

    1. H-Index for Journals
      by Francis Diebold in No Hesitations on 2018-03-08 17:47:00
  4. Andrew Gelman & Guido Imbens, 2014. "Why High-order Polynomials Should not be Used in Regression Discontinuity Designs," NBER Working Papers 20405, National Bureau of Economic Research, Inc.

    Mentioned in:

    1. Sam Watson’s journal round-up for 27th March 2017
      by Sam Watson in The Academic Health Economists' Blog on 2017-03-27 16:00:00
  5. Author Profile
    1. Ranking California Economists as of May 2015
      by Matthew Kahn in Environmental and Urban Economics on 2015-06-04 02:25:00

RePEc Biblio mentions

As found on the RePEc Biblio, the curated bibliography of Economics:
  1. Athey, Susan & Imbens, Guido W., 2015. "Machine Learning for Estimating Heterogeneous Causal Effects," Research Papers 3350, Stanford University, Graduate School of Business.

    Mentioned in:

    1. > Econometrics > Big Data

Wikipedia or ReplicationWiki mentions

(Only mentions on Wikipedia that link back to a page on a RePEc service)
  1. Angrist, J D & Imbens, G W & Krueger, A B, 1999. "Jackknife Instrumental Variables Estimation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(1), pages 57-67, Jan.-Feb..

    Mentioned in:

    1. Jackknife Instrumental Variables Estimation (Journal of Applied Econometrics 1999) in ReplicationWiki ()
    2. Jackknife instrumental variables estimation (Journal of Applied Econometrics 1999) in ReplicationWiki ()

    Mentioned in:

    1. Gleichgewicht in korrelierten Strategien in Wikipedia (German)
  2. Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens, 2000. "The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(3), pages 499-527.

    Mentioned in:

    1. The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish (REStud 2000) in ReplicationWiki ()

Working papers

  1. Jann Spiess & Guido Imbens & Amar Venugopal, 2023. "Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control," NBER Working Papers 31802, National Bureau of Economic Research, Inc.

    Cited by:

    1. Masahiro Kato & Akari Ohda & Masaaki Imaizumi & Kenichiro McAlinn, 2023. "Synthetic Control Methods by Density Matching under Implicit Endogeneity," Papers 2307.11127, arXiv.org, revised Jul 2023.
    2. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    3. Yuan Liao & Xinjie Ma & Andreas Neuhierl & Zhentao Shi, 2023. "Economic Forecasts Using Many Noises," Papers 2312.05593, arXiv.org, revised Dec 2023.

  2. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," NBER Working Papers 31942, National Bureau of Economic Research, Inc.

    Cited by:

    1. Gregory Faletto, 2023. "Fused Extended Two-Way Fixed Effects for Difference-in-Differences with Staggered Adoptions," Papers 2312.05985, arXiv.org.

  3. Susan Athey & Peter J. Bickel & Aiyou Chen & Guido W. Imbens & Michael Pollmann, 2021. "Semiparametric Estimation of Treatment Effects in Randomized Experiments," Papers 2109.02603, arXiv.org, revised Aug 2023.

    Cited by:

    1. Joe Cooprider & Shima Nassiri, 2023. "Science of price experimentation at Amazon," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 58(1), pages 34-41, January.

  4. Guido Imbens & Nathan Kallus & Xiaojie Mao, 2021. "Controlling for Unmeasured Confounding in Panel Data Using Minimal Bridge Functions: From Two-Way Fixed Effects to Factor Models," Papers 2108.03849, arXiv.org.

    Cited by:

    1. Guido Imbens & Nathan Kallus & Xiaojie Mao & Yuhao Wang, 2022. "Long-term Causal Inference Under Persistent Confounding via Data Combination," Papers 2202.07234, arXiv.org, revised Aug 2023.
    2. Brantly Callaway & Sonia Karami, 2020. "Treatment Effects in Interactive Fixed Effects Models with a Small Number of Time Periods," Papers 2006.15780, arXiv.org, revised Feb 2022.
    3. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    4. Andrew Bennett & Nathan Kallus & Xiaojie Mao & Whitney Newey & Vasilis Syrgkanis & Masatoshi Uehara, 2022. "Inference on Strongly Identified Functionals of Weakly Identified Functions," Papers 2208.08291, arXiv.org, revised Jun 2023.
    5. Achille Nazaret & Claudia Shi & David M. Blei, 2023. "On the Misspecification of Linear Assumptions in Synthetic Control," Papers 2302.12777, arXiv.org.
    6. Anish Agarwal & Vasilis Syrgkanis, 2022. "Synthetic Blip Effects: Generalizing Synthetic Controls for the Dynamic Treatment Regime," Papers 2210.11003, arXiv.org.
    7. Nathan Kallus & Miruna Oprescu, 2022. "Robust and Agnostic Learning of Conditional Distributional Treatment Effects," Papers 2205.11486, arXiv.org, revised Feb 2023.
    8. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
    9. Claudia Shi & Dhanya Sridhar & Vishal Misra & David M. Blei, 2021. "On the Assumptions of Synthetic Control Methods," Papers 2112.05671, arXiv.org, revised Dec 2021.

  5. Lea Bottmer & Guido Imbens & Jann Spiess & Merrill Warnick, 2021. "A Design-Based Perspective on Synthetic Control Methods," Papers 2101.09398, arXiv.org, revised Jul 2023.

    Cited by:

    1. Jiafeng Chen, 2022. "Synthetic Control As Online Linear Regression," Papers 2202.08426, arXiv.org, revised Nov 2022.
    2. Alberto Abadie & Jinglong Zhao, 2021. "Synthetic Controls for Experimental Design," Papers 2108.02196, arXiv.org, revised Dec 2023.
    3. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2022. "Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data," Papers 2207.14481, arXiv.org, revised Oct 2022.
    4. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
    5. Xiaomeng Zhang & Wendun Wang & Xinyu Zhang, 2022. "Asymptotic Properties of the Synthetic Control Method," Papers 2211.12095, arXiv.org.
    6. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2023. "Same Root Different Leaves: Time Series and Cross‐Sectional Methods in Panel Data," Econometrica, Econometric Society, vol. 91(6), pages 2125-2154, November.

  6. Patrick Bajari & Brian Burdick & Guido W. Imbens & Lorenzo Masoero & James McQueen & Thomas Richardson & Ido M. Rosen, 2021. "Multiple Randomization Designs," Papers 2112.13495, arXiv.org.

    Cited by:

    1. Guido W. Imbens, 2022. "Causality in Econometrics: Choice vs Chance," Econometrica, Econometric Society, vol. 90(6), pages 2541-2566, November.
    2. Eric Auerbach & Yong Cai, 2022. "Heterogeneous Treatment Effects for Networks, Panels, and other Outcome Matrices," Papers 2205.01246, arXiv.org, revised Oct 2022.
    3. Evan Munro & David Jones & Jennifer Brennan & Roland Nelet & Vahab Mirrokni & Jean Pouget-Abadie, 2023. "Causal Estimation of User Learning in Personalized Systems," Papers 2306.00485, arXiv.org.
    4. Ramesh Johari & Hannah Li & Inessa Liskovich & Gabriel Y. Weintraub, 2022. "Experimental Design in Two-Sided Platforms: An Analysis of Bias," Management Science, INFORMS, vol. 68(10), pages 7069-7089, October.
    5. Anish Agarwal & Sarah H. Cen & Devavrat Shah & Christina Lee Yu, 2022. "Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference," Papers 2210.11355, arXiv.org, revised Oct 2023.

  7. Xinkun Nie & Guido Imbens & Stefan Wager, 2021. "Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations," Papers 2112.04723, arXiv.org.

    Cited by:

    1. Lihua Lei & Roshni Sahoo & Stefan Wager, 2023. "Policy Learning under Biased Sample Selection," Papers 2304.11735, arXiv.org.
    2. Jacob Dorn & Kevin Guo & Nathan Kallus, 2021. "Doubly-Valid/Doubly-Sharp Sensitivity Analysis for Causal Inference with Unmeasured Confounding," Papers 2112.11449, arXiv.org, revised Jul 2022.
    3. Ashesh Rambachan & Amanda Coston & Edward Kennedy, 2022. "Robust Design and Evaluation of Predictive Algorithms under Unobserved Confounding," Papers 2212.09844, arXiv.org, revised Aug 2023.
    4. Colnet Bénédicte & Josse Julie & Varoquaux Gaël & Scornet Erwan, 2022. "Causal effect on a target population: A sensitivity analysis to handle missing covariates," Journal of Causal Inference, De Gruyter, vol. 10(1), pages 372-414, January.
    5. Benjamin Lu & Eli Ben-Michael & Avi Feller & Luke Miratrix, 2023. "Is It Who You Are or Where You Are? Accounting for Compositional Differences in Cross-Site Treatment Effect Variation," Journal of Educational and Behavioral Statistics, , vol. 48(4), pages 420-453, August.
    6. Apoorva Lal & Wenjing Zheng & Simon Ejdemyr, 2023. "A Framework for Generalization and Transportation of Causal Estimates Under Covariate Shift," Papers 2301.04776, arXiv.org.

  8. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.

    Cited by:

    1. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Feb 2024.
    2. Dalia Ghanem & Pedro H. C. Sant'Anna & Kaspar Wuthrich, 2022. "Selection and parallel trends," Papers 2203.09001, arXiv.org, revised Mar 2024.
    3. Ursina Schaede & Ville Mankki, 2022. "Quota vs Quality? Long-Term Gains from an Unusual Gender Quota," CESifo Working Paper Series 9811, CESifo.

  9. Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens, 2021. "Efficient Treatment Effect Estimation in Observational Studies under Heterogeneous Partial Interference," Papers 2107.12420, arXiv.org, revised Jun 2022.

    Cited by:

    1. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Feb 2024.
    2. Henrika Langen & Martin Huber, 2022. "How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign," Papers 2204.10820, arXiv.org, revised Jun 2022.

  10. Susan Athey & Raj Chetty & Guido Imbens, 2020. "Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes," Papers 2006.09676, arXiv.org.

    Cited by:

    1. Jiafeng Chen & David M. Ritzwoller, 2021. "Semiparametric Estimation of Long-Term Treatment Effects," Papers 2107.14405, arXiv.org, revised Aug 2023.
    2. Xiong, Ruoxuan & Koenecke, Allison & Powell, Michael & Shen, Zhu & Vogelstein, Joshua T. & Athey, Susan, 2021. "Federated Causal Inference in Heterogeneous Observational Data," Research Papers 3990, Stanford University, Graduate School of Business.
    3. Guido Imbens & Nathan Kallus & Xiaojie Mao & Yuhao Wang, 2022. "Long-term Causal Inference Under Persistent Confounding via Data Combination," Papers 2202.07234, arXiv.org, revised Aug 2023.
    4. D'Haultfoeuille, Xavier & Gaillac, Christophe & Maurel, Arnaud, 2022. "Partially Linear Models under Data Combination," IZA Discussion Papers 15230, Institute of Labor Economics (IZA).
    5. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    6. Yechan Park & Yuya Sasaki, 2024. "A Bracketing Relationship for Long-Term Policy Evaluation with Combined Experimental and Observational Data," Papers 2401.12050, arXiv.org.
    7. Harsh Parikh & Marco Morucci & Vittorio Orlandi & Sudeepa Roy & Cynthia Rudin & Alexander Volfovsky, 2023. "A Double Machine Learning Approach to Combining Experimental and Observational Data," Papers 2307.01449, arXiv.org, revised Apr 2024.
    8. Tatyana Deryugina & Julian Reif, 2023. "The Long-run Effect of Air Pollution on Survival," NBER Working Papers 31858, National Bureau of Economic Research, Inc.
    9. Xinyu Li & Wang Miao & Fang Lu & Xiao‐Hua Zhou, 2023. "Improving efficiency of inference in clinical trials with external control data," Biometrics, The International Biometric Society, vol. 79(1), pages 394-403, March.
    10. Kyungmin Park & Stephanie Lee & Shahryar Doosti & Yong Tan, 2023. "Provision of helpful review videos: Effects of video characteristics on perceived helpfulness," Production and Operations Management, Production and Operations Management Society, vol. 32(7), pages 2031-2048, July.
    11. George Z. Gui, 2020. "Combining Observational and Experimental Data to Improve Efficiency Using Imperfect Instruments," Papers 2010.05117, arXiv.org, revised Dec 2023.
    12. Carlos Fernández-Loría & Foster Provost, 2022. "Causal Decision Making and Causal Effect Estimation Are Not the Same…and Why It Matters," INFORMS Joural on Data Science, INFORMS, vol. 1(1), pages 4-16, April.

  11. Susan Athey & Raj Chetty & Guido W. Imbens & Hyunseung Kang, 2019. "The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely," NBER Working Papers 26463, National Bureau of Economic Research, Inc.

    Cited by:

    1. García, Jorge Luis & Heckman, James J., 2022. "Parenting Promotes Social Mobility Within and Across Generations," IZA Discussion Papers 15672, Institute of Labor Economics (IZA).
    2. John List & Ragan Petrie & Anya Samek, 2021. "How Experiments with Children Inform Economics," Artefactual Field Experiments 00729, The Field Experiments Website.
    3. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    4. Guido Imbens & Nathan Kallus & Xiaojie Mao & Yuhao Wang, 2022. "Long-term Causal Inference Under Persistent Confounding via Data Combination," Papers 2202.07234, arXiv.org, revised Aug 2023.
    5. Battistin, Erich & De Nadai, Michele & Krishnan, Nandini, 2020. "The Insights and Illusions of Consumption Measurements," IZA Discussion Papers 13222, Institute of Labor Economics (IZA).
    6. Itzik Fadlon & Frederik Plesner Lyngse & Torben Heien Nielsen, 2022. "Early Career Setbacks and Women’s Career-Family Trade-Off," CEBI working paper series 22-06, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    7. Quinn, Simon & Caria, Stefano & Gordon, Grant & Kasy, Maximilian & Shami, Soha & Teytelboym, Alexander, 2020. "An Adaptive Targeted Field Experiment: Job Search Assistance for Refugees in Jordan," CEPR Discussion Papers 15359, C.E.P.R. Discussion Papers.
    8. Germ'an Reyes, 2023. "Cognitive Endurance, Talent Selection, and the Labor Market Returns to Human Capital," Papers 2301.02575, arXiv.org.
    9. Dave Donaldson, 2022. "Blending Theory and Data: A Space Odyssey," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 185-210, Summer.
    10. Yechan Park & Yuya Sasaki, 2024. "A Bracketing Relationship for Long-Term Policy Evaluation with Combined Experimental and Observational Data," Papers 2401.12050, arXiv.org.
    11. Rosenman Evan T. R. & Owen Art B., 2021. "Designing experiments informed by observational studies," Journal of Causal Inference, De Gruyter, vol. 9(1), pages 147-171, January.
    12. Evan Munro & David Jones & Jennifer Brennan & Roland Nelet & Vahab Mirrokni & Jean Pouget-Abadie, 2023. "Causal Estimation of User Learning in Personalized Systems," Papers 2306.00485, arXiv.org.
    13. Barham, Tania & Cadena, Brian C. & Turner, Patrick S., 2023. "Taking a Chance on Workers: Evidence on the Effects and Mechanisms of Subsidized Employment from an RCT," IZA Discussion Papers 16221, Institute of Labor Economics (IZA).
    14. Arielle Anderer & Hamsa Bastani & John Silberholz, 2022. "Adaptive Clinical Trial Designs with Surrogates: When Should We Bother?," Management Science, INFORMS, vol. 68(3), pages 1982-2002, March.
    15. Brett R. Gordon & Robert Moakler & Florian Zettelmeyer, 2023. "Predictive Incrementality by Experimentation (PIE) for Ad Measurement," Papers 2304.06828, arXiv.org.
    16. Shan Huang & Chen Wang & Yuan Yuan & Jinglong Zhao & Jingjing Zhang, 2023. "Estimating Effects of Long-Term Treatments," Papers 2308.08152, arXiv.org.
    17. Kasy, Maximilian, 2023. "The political economy of AI: Towards democratic control of the means of prediction," INET Oxford Working Papers 2023-06, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    18. Xuan Wang & Layla Parast & Larry Han & Lu Tian & Tianxi Cai, 2023. "Robust approach to combining multiple markers to improve surrogacy," Biometrics, The International Biometric Society, vol. 79(2), pages 788-798, June.
    19. Ernesto Dal Bó & Frederico Finan & Nicholas Y. Li & Laura Schechter, 2021. "Information Technology and Government Decentralization: Experimental Evidence From Paraguay," Econometrica, Econometric Society, vol. 89(2), pages 677-701, March.
    20. Elizabeth Ash & William Carrington & Rebecca Heller & Grace Hwang, 2023. "Exploring the Effects of Medicaid During Childhood on the Economy and the Budget: Working Paper 2023-07," Working Papers 59231, Congressional Budget Office.
    21. Kasy, Maximilian, 2023. "The Political Economy of AI: Towards Democratic Control of the Means of Prediction," SocArXiv x7pcy, Center for Open Science.
    22. Germán Reyes, 2023. "Cognitive Endurance, Talent Selection, and the Labor Market Returns to Human Capital," CRC TR 224 Discussion Paper Series crctr224_2023_490, University of Bonn and University of Mannheim, Germany.
    23. Susan Dynarski & CJ Libassi & Katherine Michelmore & Stephanie Owen, 2021. "Closing the Gap: The Effect of Reducing Complexity and Uncertainty in College Pricing on the Choices of Low-Income Students," American Economic Review, American Economic Association, vol. 111(6), pages 1721-1756, June.
    24. Esposito Acosta,Bruno Nicola & Sautmann,Anja, 2022. "Adaptive Experiments for Policy Choice : Phone Calls for Home Reading in Kenya," Policy Research Working Paper Series 10098, The World Bank.
    25. Yixin Tang & Yicong Lin & Navdeep S. Sahni, 2023. "Business Policy Experiments using Fractional Factorial Designs: Consumer Retention on DoorDash," Papers 2311.14698, arXiv.org, revised Nov 2023.

  12. Dmitry Arkhangelsky & Guido W. Imbens, 2019. "Doubly Robust Identification for Causal Panel Data Models," Papers 1909.09412, arXiv.org, revised Feb 2022.

    Cited by:

    1. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2021. "Revisiting Event Study Designs: Robust and Efficient Estimation," Papers 2108.12419, arXiv.org, revised Jan 2024.
    2. Jiaming Mao & Jingzhi Xu, 2020. "Ensemble Learning with Statistical and Structural Models," Papers 2006.05308, arXiv.org.
    3. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    4. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
    5. Simon Calmar Andersen & Louise Beuchert & Phillip Heiler & Helena Skyt Nielsen, 2023. "A Guide to Impact Evaluation under Sample Selection and Missing Data: Teacher's Aides and Adolescent Mental Health," Papers 2308.04963, arXiv.org.
    6. Ghirelli, Corinna & Havari, Enkelejda & Meroni, Elena Claudia & Verzillo, Stefano, 2023. "The Long-Term Causal Effects of Winning an ERC Grant," IZA Discussion Papers 16108, Institute of Labor Economics (IZA).
    7. Myungkou Shin, 2022. "Finitely Heterogeneous Treatment Effect in Event-study," Papers 2204.02346, arXiv.org, revised Feb 2024.
    8. Albert Chiu & Xingchen Lan & Ziyi Liu & Yiqing Xu, 2023. "What To Do (and Not to Do) with Causal Panel Analysis under Parallel Trends: Lessons from A Large Reanalysis Study," Papers 2309.15983, arXiv.org.
    9. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
    10. Bassier, Ihsaan, 2022. "Collective bargaining and spillovers in local labor markets," LSE Research Online Documents on Economics 118057, London School of Economics and Political Science, LSE Library.
    11. Ihsaan Bassier, 2022. "Collective bargaining and spillovers in local labor markets," CEP Discussion Papers dp1895, Centre for Economic Performance, LSE.
    12. Wang, Xiqian & Bian, Yong & Zhang, Qin, 2023. "The effect of cooking fuel choice on the elderly’s well-being: Evidence from two non-parametric methods," Energy Economics, Elsevier, vol. 125(C).

  13. Guido Imbens, 2019. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," NBER Working Papers 26104, National Bureau of Economic Research, Inc.

    Cited by:

    1. Loschiavo, David, 2021. "Big-city life (dis)satisfaction? The effect of urban living on subjective well-being," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 740-764.
    2. Aurelien Quignon, 2022. "Market Regulation and Innovation: Direct and Indirect Effects," Journal of Industry, Competition and Trade, Springer, vol. 22(3), pages 429-456, December.
    3. Lenzen, Sabrina & Gannon, Brenda & Rose, Christiern & Norton, Edward C., 2023. "The relationship between physical activity, cognitive function and health care use: A mediation analysis," Social Science & Medicine, Elsevier, vol. 335(C).
    4. Kulkarni, Nirupama & Malmendier, Ulrike, 2022. "Homeownership segregation," Journal of Monetary Economics, Elsevier, vol. 129(C), pages 123-149.
    5. Jin Li & Ye Luo & Xiaowei Zhang, 2021. "Causal Reinforcement Learning: An Instrumental Variable Approach," Papers 2103.04021, arXiv.org, revised Sep 2022.
    6. Emil Aas Stoltenberg, 2022. "Regression discontinuity design with right-censored survival data," Papers 2210.02548, arXiv.org.
    7. Peter Hull & Michal Koles'ar & Christopher Walters, 2022. "Labour by Design: Contributions of David Card, Joshua Angrist, and Guido Imbens," Papers 2203.16405, arXiv.org.
    8. Guido W. Imbens, 2022. "Causality in Econometrics: Choice vs Chance," Econometrica, Econometric Society, vol. 90(6), pages 2541-2566, November.
    9. Chen, Lifeng & Wang, Kaifeng, 2022. "The spatial spillover effect of low-carbon city pilot scheme on green efficiency in China's cities: Evidence from a quasi-natural experiment," Energy Economics, Elsevier, vol. 110(C).
    10. Markku Maula & Wouter Stam, 2020. "Enhancing Rigor in Quantitative Entrepreneurship Research," Entrepreneurship Theory and Practice, , vol. 44(6), pages 1059-1090, November.
    11. Christoph Breunig & Patrick Burauel, 2021. "Testability of Reverse Causality without Exogeneous Variation," Papers 2107.05936, arXiv.org.
    12. Leonardo Marinho, 2022. "Causal Impulse Responses for Time Series," Working Papers Series 570, Central Bank of Brazil, Research Department.
    13. Roberto Esposti, 2022. "Non-Monetary Motivations Of Agroenvironmental Policies Adoption. A Causal Forest Approach," Working Papers 459, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    14. Nadia Jacobi & Vito Amendolagine, 2023. "What feeds on what? Networks of interdependencies between culture and institutions," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(2), pages 371-412, July.
    15. Pamela Giustinelli, 2022. "Expectations in Education: Framework, Elicitation, and Evidence," Working Papers 2022-026, Human Capital and Economic Opportunity Working Group.
    16. Baumann Philipp F. M. & Schomaker Michael & Rossi Enzo, 2021. "Estimating the effect of central bank independence on inflation using longitudinal targeted maximum likelihood estimation," Journal of Causal Inference, De Gruyter, vol. 9(1), pages 109-146, January.
    17. Esterling, Kevin & Brady, David & Schwitzgebel, Eric, 2021. "The Necessity of Construct and External Validity for Generalized Causal Claims," OSF Preprints 2s8w5, Center for Open Science.
    18. Öberg, Stefan, 2019. "Too LATE for Natural Experiments: A Critique of Local Average Treatment Effects Using the Example of Angrist and Evans (1998)," Göteborg Papers in Economic History 25, University of Gothenburg, Unit for Economic History.
    19. Barrera, Emiliano Lopez & Miljkovic, Dragan, 2022. "The link between the two epidemics provides an opportunity to remedy obesity while dealing with Covid-19," Journal of Policy Modeling, Elsevier, vol. 44(2), pages 280-297.
    20. Pablo Geraldo Bast'ias, 2024. "Credible causal inference beyond toy models," Papers 2402.11659, arXiv.org.
    21. Ali Tafti & Galit Shmueli, 2020. "Beyond Overall Treatment Effects: Leveraging Covariates in Randomized Experiments Guided by Causal Structure," Information Systems Research, INFORMS, vol. 31(4), pages 1183-1199, December.
    22. {O}yvind Hoveid, 2021. "Constructing valid instrumental variables in generalized linear causal models from directed acyclic graphs," Papers 2102.08056, arXiv.org.
    23. Kuschnig, Nikolas & Vashold, Lukas, 2023. "The economic impacts of malaria: past, present, and future," Department of Economics Working Paper Series 338, WU Vienna University of Economics and Business.
    24. Akyildirim, Erdinc & Cepni, Oguzhan & Pham, Linh & Uddin, Gazi Salah, 2022. "How connected is the agricultural commodity market to the news-based investor sentiment?," Energy Economics, Elsevier, vol. 113(C).
    25. Öberg, Stefan, 2021. "Treatment for natural experiments: How to improve causal estimates using conceptual definitions and substantive interpretations," SocArXiv pkyue, Center for Open Science.
    26. Capra, C. Mónica & Jiang, Bing & Su, Yuxin, 2021. "Altruistic self-concept mediates the effects of personality traits on volunteering: Evidence from an online experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 92(C).
    27. Alberto Bisin & Andrea Moro, 2020. "LATE for History," NBER Working Papers 28113, National Bureau of Economic Research, Inc.
    28. Cengiz, Doruk & Tekgüç, Hasan, 2022. "Counterfactual Reconciliation: Incorporating Aggregation Constraints For More Accurate Causal Effect Estimates," MPRA Paper 114478, University Library of Munich, Germany.
    29. Bingbo Gao & Jianyu Yang & Ziyue Chen & George Sugihara & Manchun Li & Alfred Stein & Mei-Po Kwan & Jinfeng Wang, 2023. "Causal inference from cross-sectional earth system data with geographical convergent cross mapping," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    30. Hernando Grueso, 2023. "Unveiling the Causal Mechanisms Within Multidimensional Poverty," Evaluation Review, , vol. 47(6), pages 1107-1134, December.
    31. Dragan Miljkovic & Cole Goetz, 2023. "Futures markets and price stabilisation: An analysis of soybeans markets in North America," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(1), pages 104-117, January.
    32. Su, Zhi & Liu, Peng & Fang, Tong, 2022. "Uncertainty matters in US financial information spillovers: Evidence from a directed acyclic graph approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 229-242.
    33. Emmet Hall-Hoffarth, 2022. "Causal Discovery of Macroeconomic State-Space Models," Papers 2204.02374, arXiv.org.
    34. Vikram Dayal & Anand Murugesan, 2020. "Demystifying causal inference: ingredients of a recipe," IEG Working Papers 393, Institute of Economic Growth.
    35. Lu Liu & Benjamin F. Jones & Brian Uzzi & Dashun Wang, 2023. "Data, measurement and empirical methods in the science of science," Nature Human Behaviour, Nature, vol. 7(7), pages 1046-1058, July.
    36. Barnor, Kodjo & Caton, James & Miljkovic, Dragan, 2023. "The role of funding on research and science: The impact of glyphosate herbicides on health and the environment," Journal of Policy Modeling, Elsevier, vol. 45(1), pages 103-120.
    37. Florian Gunsilius, 2019. "A path-sampling method to partially identify causal effects in instrumental variable models," Papers 1910.09502, arXiv.org, revised Jun 2020.
    38. Shishir Shakya & Nabamita Dutta, 2024. "How Individualism Influences Female Financial Inclusion through Education: Evidence from Historical Prevalence of Infectious Diseases," Working Papers 24-03, Department of Economics, Appalachian State University.
    39. Andrew Ellis & Heidi Christina Thysen, 2021. "Subjective Causality in Choice," Papers 2106.05957, arXiv.org, revised Dec 2022.

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    Cited by:

    1. Ron Berman & Ayelet Israeli, 2022. "The Value of Descriptive Analytics: Evidence from Online Retailers," Marketing Science, INFORMS, vol. 41(6), pages 1074-1096, November.
    2. Jaya Jumrani & J. V. Meenakshi, 2023. "How effective is a fat subsidy? Evidence from edible oil consumption in India," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(2), pages 327-348, June.
    3. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls with Staggered Adoption," Papers 1912.03290, arXiv.org, revised Jan 2021.
    4. Dovern, Jonas & Frank, Johannes & Glas, Alexander & Müller, Lena Sophia & Perico Ortiz, Daniel, 2023. "Estimating pass-through rates for the 2022 tax reduction on fuel prices in Germany," Energy Economics, Elsevier, vol. 126(C).
    5. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    6. Augusto Cerqua & Marco Letta & Fiammetta Menchetti, 2023. "The Machine Learning Control Method for Counterfactual Forecasting," Papers 2312.05858, arXiv.org.
    7. González, Felipe & Prem, Mounu, 2020. "Police Repression and Protest Behavior: Evidence from Student Protests in Chile," Working papers 72, Red Investigadores de Economía.
    8. Shi, Wei & Wei, Jingran, 2023. "In the crossfire: Multinational companies and consumer boycotts," China Economic Review, Elsevier, vol. 77(C).
    9. Dr. Romain Baeriswyl & Alex Oktay & Dr. Marc-Antoine Ramelet, 2023. "Exchange rate shocks and equity prices: the role of currency denomination," Working Papers 2023-05, Swiss National Bank.
    10. Yi‐Ting Chen, 2020. "A distributional synthetic control method for policy evaluation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(5), pages 505-525, August.
    11. Bidisha Lahiri & Anurag Deb, 2022. "Impact of the Indian “demonetization” policy on its export performance," Empirical Economics, Springer, vol. 62(6), pages 2799-2825, June.
    12. Porreca, Zachary, 2023. "Gentrification, gun violence, and drug markets," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 235-256.
    13. Gao, Yihong & Gao, Jiayan, 2023. "Low-carbon transformation and corporate cash holdings," Finance Research Letters, Elsevier, vol. 54(C).
    14. Athey, Susan & Imbens, Guido W. & Bayati, Mohsen, 2019. "Optimal Experimental Design for Staggered Rollouts," Research Papers 3837, Stanford University, Graduate School of Business.
    15. Jason Poulos & Shuxi Zeng, 2021. "RNN‐based counterfactual prediction, with an application to homestead policy and public schooling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1124-1139, August.
    16. Roy Cerqueti & Raffaella Coppier & Alessandro Girardi & Marco Ventura, 2022. "The sooner the better: lives saved by the lockdown during the COVID-19 outbreak. The case of Italy [Using synthetic controls: Feasibility, data requirements, and methodological aspects]," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.
    17. Yu-Kai Huang & Richard T. Woodward, 2022. "Spillover Effects of Grocery Bag Legislation: Evidence of Bag Bans and Bag Fees," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(4), pages 711-741, April.
    18. Perilla, Sergio & Prem, Mounu & Purroy, Miguel E. & Vargas, Juan F., 2022. "How Peace Saves Lives: Evidence from Colombia," Working papers 91, Red Investigadores de Economía.
    19. Christian Aleman & Christopher Busch & Alexander Ludwig & Raul Santaeulalia-Llopis, 2022. "A Stage-Based Identification of Policy Effects," PIER Working Paper Archive 22-026, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
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    21. Brantly Callaway & Sonia Karami, 2020. "Treatment Effects in Interactive Fixed Effects Models with a Small Number of Time Periods," Papers 2006.15780, arXiv.org, revised Feb 2022.
    22. Barney Hartman‐Glaser & Mark Thibodeau & Jiro Yoshida, 2023. "Cash to spend: IPO wealth and house prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(1), pages 68-102, January.
    23. Dallas Dotter & Duncan Chaplin & Maria Bartlett, "undated". "Impacts of School Reforms in Washington, DC on Student Achievement," Mathematica Policy Research Reports 44e95d7566434a21b8d57f951, Mathematica Policy Research.
    24. Michele Baggio & Alberto Chong, 2020. "Free trade agreements and world obesity," Southern Economic Journal, John Wiley & Sons, vol. 87(1), pages 30-49, July.
    25. Michelle Marcus & Pedro H. C. Sant’Anna, 2021. "The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(2), pages 235-275.
    26. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    27. Martijn I Dröes & Hans R A Koster, 2023. "A world divided: refugee centers, house prices and household preferences," Journal of Economic Geography, Oxford University Press, vol. 23(1), pages 51-90.
    28. Aman Saggu & Lennart Ante, 2023. "The Influence of ChatGPT on Artificial Intelligence Related Crypto Assets: Evidence from a Synthetic Control Analysis," Papers 2305.12739, arXiv.org.
    29. Povilas Lastauskas & Julius Stakenas, 2021. "Dancing Alone or Together: The Dynamic Effects of Independent and Common Monetary Policies," Bank of Lithuania Working Paper Series 87, Bank of Lithuania.
    30. Sadeghi, Ali & Kibler, Ewald, 2022. "Do bankruptcy laws matter for entrepreneurship? A Synthetic Control Method analysis of a bankruptcy reform in Finland," Journal of Business Venturing Insights, Elsevier, vol. 18(C).
    31. Samuel Bazzi & Masyhur Hilmy & Benjamin Marx, 2020. "Religion, Education, and Development," SciencePo Working papers Main hal-03873758, HAL.
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    33. María José Aragón & Martin Chalkley & Noémi Kreif, 2022. "The long‐run effects of diagnosis related group payment on hospital lengths of stay in a publicly funded health care system: Evidence from 15 years of micro data," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 956-972, June.
    34. Gabrielle Pepin, 2022. "The effects of welfare time limits on access to financial resources: Evidence from the 2010s," Southern Economic Journal, John Wiley & Sons, vol. 88(4), pages 1343-1372, April.
    35. Alex Oktay, 2022. "Heterogeneity in the exchange rate pass-through to consumer prices: the Swiss franc appreciation of 2015," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 158(1), pages 1-20, December.
    36. Prem, M & Guerra, M. E. & Rodríguez, P & Vargas, J. F., 2020. "The Peace Baby Boom: Evidence from Colombia’s peace agreement with the FARC," Documentos de Trabajo 18430, Universidad del Rosario.
    37. Apoorva Lal & Daniel M Thompson, 2023. "Did Private Election Administration Funding Advantage Democrats in 2020?," Papers 2310.05275, arXiv.org.
    38. Alberto Abadie & Jinglong Zhao, 2021. "Synthetic Controls for Experimental Design," Papers 2108.02196, arXiv.org, revised Dec 2023.
    39. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    40. Augusto Cerqua & Roberta Di Stefano & Guido Pellegrini, 2021. "What kind of region reaps the benefits of a currency union?," Working Papers 2/21, Sapienza University of Rome, DISS.
    41. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2022. "Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data," Papers 2207.14481, arXiv.org, revised Oct 2022.
    42. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    43. Watzinger, Martin & Schnitzer, Monika, 2022. "The Breakup of the Bell System and its Impact on US Innovation," Rationality and Competition Discussion Paper Series 341, CRC TRR 190 Rationality and Competition.
    44. Poulos, Jason & Albanese, Andrea & Mercatanti, Andrea & Li, Fan, 2021. "Retrospective Causal Inference via Matrix Completion, with an Evaluation of the Effect of European Integration on Cross-Border Employment," IZA Discussion Papers 14472, Institute of Labor Economics (IZA).
    45. Senay Topal & Patrick Richard & John Young & Anuradha Ganesan & Todd Gleeson & Jason Blaylock & Jason F. Okulicz & Xiuping Chu & Brian K. Agan, 2024. "Mandated checkups, knowledge of own health status, and chronic care utilization: The effect of HIV medical evaluation mandates on healthcare quality and expenditure in a US‐single payer system," Health Economics, John Wiley & Sons, Ltd., vol. 33(1), pages 59-81, January.
    46. Campbell, Travis & Rodgers, Yana van der Meulen, 2023. "Conversion therapy, suicidality, and running away: An analysis of transgender youth in the U.S," Journal of Health Economics, Elsevier, vol. 89(C).
    47. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
    48. Nicholas Reinarts & Vitor Melo, 2023. "ADA to Ph.D.? The Americans with disabilities act and post-secondary educational attainment," Public Choice, Springer, vol. 197(3), pages 421-432, December.
    49. Mantovani, Andrea & Reggiani, Carlo & Broocks, Annette & Duch-Brown, Nestor & Ma, Peiyao, 2022. "The Price Effects of Banning Price Parity Clauses in the EU: Evidence from International Hotel Groups," TSE Working Papers 22-1371, Toulouse School of Economics (TSE).
    50. Anish Agarwal & Munther Dahleh & Devavrat Shah & Dennis Shen, 2021. "Causal Matrix Completion," Papers 2109.15154, arXiv.org.
    51. Huang, Hongyun & Mbanyele, William & Wang, Fengrong & Song, Malin & Wang, Yuzhang, 2022. "Climbing the quality ladder of green innovation: Does green finance matter?," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    52. Joan Monràs & José Garcia Montalvo, 2021. "The effect of second generation rent controls: New evidence from Catalonia," Economics Working Papers 1836, Department of Economics and Business, Universitat Pompeu Fabra, revised Apr 2022.
    53. Li, Jay Y. & Tang, Dragon Yongjun, 2022. "Product market competition with CDS," Journal of Corporate Finance, Elsevier, vol. 73(C).
    54. Coricelli, Fabrizio & Campos, Nauro & Franceschi, Emanuele, 2021. "Institutional Integration and Productivity Growth: Evidence from the 1995 Enlargement of the European Union," CEPR Discussion Papers 16696, C.E.P.R. Discussion Papers.
    55. Qian Chen & Christoffer Koch & Gary Richardson & Padma Sharma, 2020. "Payments Crises and Consequences," Research Working Paper RWP 20-10, Federal Reserve Bank of Kansas City.
    56. Chunying Cui & Ziwei Yan, 2023. "Does the Digital Economy Promote Domestic Non-Tradable Sectors?: Evidence from China," Sustainability, MDPI, vol. 15(3), pages 1-23, February.
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    58. Rodrigo Carril & Audrey Guo, 2023. "The impact of preference programs in public procurement: Evidence from veteran set-asides," Economics Working Papers 1876, Department of Economics and Business, Universitat Pompeu Fabra.
    59. Emaad Manzoor & Nikhil Malik, 2023. "Designing Effective Music Excerpts," Papers 2309.14475, arXiv.org.
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    61. Roberta Di Stefano & Giovanni Mellace, 2020. "The inclusive synthetic control method," Working Papers 21/20, Sapienza University of Rome, DISS.
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    63. Tongwei Xie & Changjiang Xiong & Qing Xu & Tianshu Zhou, 2022. "The Impact of Social Pension Scheme on Farm Production in China: Evidence from the China Health and Retirement Longitudinal Survey," IJERPH, MDPI, vol. 19(4), pages 1-13, February.
    64. Kauhanen, Antti, 2023. "The Effects of the Decentralization of Collective Bargaining on Wages and Wage Dispersion: Evidence from the Finnish Forest and IT Industries," ETLA Working Papers 105, The Research Institute of the Finnish Economy.
    65. Abby Alpert & William N Evans & Ethan M J Lieber & David Powell, 2023. "Origins of the Opioid Crisis and its Enduring Impacts," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(2), pages 1139-1179.
    66. Luis Alvarez & Bruno Ferman, 2023. "Extensions for Inference in Difference-in-Differences with Few Treated Clusters," Papers 2302.03131, arXiv.org.
    67. Di, Wenhua & Pattison, Nathaniel, 2023. "Industry Specialization and Small Business Lending," Journal of Banking & Finance, Elsevier, vol. 149(C).
    68. Jungjun Choi & Hyukjun Kwon & Yuan Liao, 2023. "Inference for Low-rank Completion without Sample Splitting with Application to Treatment Effect Estimation," Papers 2307.16370, arXiv.org.
    69. Ajab Khan & Ali Sina Önder & Sercan Özcan, 2023. "Does Performance-based Public Funding Pay off? UK’s Research Excellence Framework (REF) and Research Productivity," Working Papers in Economics & Finance 2023-08, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
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    73. Nicolás de Roux & Evan Riehl, 2020. "Disrupted Academic Careers: The Returns to Time Off after High School," Documentos CEDE 18417, Universidad de los Andes, Facultad de Economía, CEDE.
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    78. Posso, Alberto, 2023. "Bilingual education and child labor: Lessons from Peru," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 840-872.
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    81. He, Peiming & Zhang, Jiaming & Chen, Litai, 2022. "Time is money: Impact of China-Europe Railway Express on the export of laptop products from Chongqing to Europe," Transport Policy, Elsevier, vol. 125(C), pages 312-322.
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    84. Libin Feng & Zhengcheng Sun, 2023. "The Impact of Green Finance Pilot Policy on Carbon Intensity in Chinese Cities—Based on the Synthetic Control Method," Sustainability, MDPI, vol. 15(15), pages 1-21, July.
    85. Parast Layla & Hunt Priscillia & Griffin Beth Ann & Powell David, 2020. "When is a Match Sufficient? A Score-based Balance Metric for the Synthetic Control Method," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 209-228, January.
    86. Amalia R. Miller & Kamalini Ramdas & Alp Sungu, 2023. "Browsers Don’t Lie? Gender Differences in the Effects of the Indian COVID-19 Lockdown on Digital Activity and Time Use," NBER Working Papers 31919, National Bureau of Economic Research, Inc.
    87. Ying Xiong & Shengsheng Li, 2022. "Can the Establishment of University Science and Technology Parks Promote Urban Innovation? Evidence from China," Sustainability, MDPI, vol. 14(17), pages 1-19, August.
    88. Aaron Adalja & Jūra Liaukonytė & Emily Wang & Xinrong Zhu, 2023. "GMO and Non-GMO Labeling Effects: Evidence from a Quasi-Natural Experiment," Marketing Science, INFORMS, vol. 42(2), pages 233-250, March.
    89. Porreca, Zachary, 2022. "Synthetic difference-in-differences estimation with staggered treatment timing," Economics Letters, Elsevier, vol. 220(C).
    90. Wallimann, Hannes & Blättler, Kevin & von Arx, Widar, 2023. "Do price reductions attract customers in urban public transport? A synthetic control approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
    91. Ekaterina V. Orlova, 2023. "Inference of Factors for Labor Productivity Growth Used Randomized Experiment and Statistical Causality," Mathematics, MDPI, vol. 11(4), pages 1-22, February.
    92. Roberto Esposti, 2022. "The Coevolution of Policy Support and Farmers' Behaviour. An investigation on Italian agriculture over the 2008-2019 period," Working Papers 464, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    93. Davide Viviano & Jelena Bradic, 2021. "Dynamic covariate balancing: estimating treatment effects over time with potential local projections," Papers 2103.01280, arXiv.org, revised Jan 2024.
    94. Alberto Abadie & Jaume Vives-i-Bastida, 2022. "Synthetic Controls in Action," Papers 2203.06279, arXiv.org.
    95. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
    96. Borbely, Daniel, 2022. "The impact of housing subsidy cuts on the labour market outcomes of claimants: Evidence from England," Journal of Housing Economics, Elsevier, vol. 57(C).
    97. Goeyvaerts, Geert, 2023. "Reconstructing cities: Stimulating redevelopment through the tax code," Regional Science and Urban Economics, Elsevier, vol. 99(C).
    98. Liu, Ning & Bao, Guoxian & Wu, Shaolong, 2023. "Social implications of Covid-19: Its impact on general trust, political trust, and trust in physicians in China," Social Science & Medicine, Elsevier, vol. 317(C).
    99. Kim, Youngho, 2023. "Payments for Ecosystem Services Programs and Climate Change Adaptation in Agriculture," 2023 Annual Meeting, July 23-25, Washington D.C. 335971, Agricultural and Applied Economics Association.
    100. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
    101. de Abreu Pereira Uhr, Daniel & de Oliveira Pinheiro, Magnus Kelly & Francisco, Domingos Joaquim & de Oliveira, Mauricio Felipe Bemfica & Uhr, Júlia Gallego Ziero, 2023. "The effect of 1987 Ireland’s Programme for National Recovery on sustainable economic growth: A synthetic control approach," Economics Letters, Elsevier, vol. 222(C).
    102. Armstrong, Christopher & Kepler, John D. & Samuels, Delphine & Taylor, Daniel, 2022. "Causality redux: The evolution of empirical methods in accounting research and the growth of quasi-experiments," Journal of Accounting and Economics, Elsevier, vol. 74(2).
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    104. Guy Aridor & Yeon-Koo Che, 2024. "Privacy Regulation and Targeted Advertising: Evidence from Apple’s App Tracking Transparency," CESifo Working Paper Series 10928, CESifo.
    105. Joan Monras & Jose G. Montalvo, 2023. "The Effect of Second-Generation Rent Controls: New Evidence from Catalonia," Working Paper Series 2023-28, Federal Reserve Bank of San Francisco.
    106. Aleksei Chernulich & Romain Gauriot & Daehong Min, 2023. "Endogenous Tracking: Sorting and Peer Effects," Working Papers 20230084, New York University Abu Dhabi, Department of Social Science, revised Jan 2023.
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    108. Abman, Ryan & Longbrake, Gabrial, 2023. "Resource development and governance declines: The case of the Chad–Cameroon petroleum pipeline," Energy Economics, Elsevier, vol. 117(C).
    109. Huang, Xiaoqi & Liu, Wei & Zhang, Zhan & Zou, Xinyu & Li, Pujuan, 2023. "Quantity or quality: Environmental legislation and corporate green innovations," Ecological Economics, Elsevier, vol. 204(PB).
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    112. Claudia Shi & Dhanya Sridhar & Vishal Misra & David M. Blei, 2021. "On the Assumptions of Synthetic Control Methods," Papers 2112.05671, arXiv.org, revised Dec 2021.
    113. Veronica Leoni & David Boto-García, 2023. "The Effect of Natural Disasters on Hotel Demand, Supply and Labour Markets: Evidence from the La Palma Volcano Eruption," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(4), pages 755-780, December.
    114. Xingyu Li & Yan Shen & Qiankun Zhou, 2022. "Confidence Intervals of Treatment Effects in Panel Data Models with Interactive Fixed Effects," Papers 2202.12078, arXiv.org.
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    116. Shishir Shakya & Collin Hodges, 2023. "Must‐access prescription drug monitoring programs and retail opioid sales," Contemporary Economic Policy, Western Economic Association International, vol. 41(1), pages 146-165, January.
    117. Carter, Colin A. & Steinbach, Sandro & Zhuang, Xiting, 2022. "Global Shipping Container Disruptions and U.S. Agricultural Exports," Working Papers 320397, International Agricultural Trade Research Consortium.
    118. Cerqua, Augusto & Ferrante, Chiara & Letta, Marco, 2023. "Electoral earthquake: Local shocks and authoritarian voting," European Economic Review, Elsevier, vol. 156(C).
    119. Lea Bottmer & Guido Imbens & Jann Spiess & Merrill Warnick, 2021. "A Design-Based Perspective on Synthetic Control Methods," Papers 2101.09398, arXiv.org, revised Jul 2023.
    120. Apel, Johannes & Rohde, Niklas & Marcus, Jan, 2023. "The effect of a nighttime curfew on the spread of COVID-19," Health Policy, Elsevier, vol. 129(C).
    121. Lihua Lei & Timothy Sudijono, 2024. "Inference for Synthetic Controls via Refined Placebo Tests," Papers 2401.07152, arXiv.org.
    122. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
    123. Griffith, Alan & Noonen, Thomas, 2022. "The effects of public campaign funding: Evidence from Seattle’s Democracy Voucher program," Journal of Public Economics, Elsevier, vol. 211(C).
    124. Valentin Jouvanceau, 2021. "The Effect of the Euro Changeover on Prices: Evidence from Lithuania," Bank of Lithuania Working Paper Series 93, Bank of Lithuania.
    125. Oscar Engelbrektson, 2021. "Why Synthetic Control estimators are biased and what to do about it: Introducing Relaxed and Penalized Synthetic Controls," Papers 2111.10784, arXiv.org.
    126. David Bruns-Smith & Oliver Dukes & Avi Feller & Elizabeth L. Ogburn, 2023. "Augmented balancing weights as linear regression," Papers 2304.14545, arXiv.org, revised Aug 2023.
    127. Fohlin, Caroline & Lu, Zhikun & Zhou, Nan, 2022. "Short sale bans may improve market quality during crises: New evidence from the 2020 Covid," SAFE Working Paper Series 365, Leibniz Institute for Financial Research SAFE.
    128. Joseph Cummins & Brock Smith & Douglas L. Miller & David Eliot Simon, 2023. "Matching on Noise: Finite Sample Bias in the Synthetic Control Estimator," Working papers 2023-07, University of Connecticut, Department of Economics.
    129. Sandro Heiniger, 2024. "Data-driven model selection within the matrix completion method for causal panel data models," Papers 2402.01069, arXiv.org.
    130. Julia Bluszcz & Marica Valente, 2019. "The War in Europe: Economic Costs of the Ukrainian Conflict," Discussion Papers of DIW Berlin 1804, DIW Berlin, German Institute for Economic Research.
    131. Nils Braakmann & Barbara Eberth, 2024. "Can unions impose costs on employers in education strikes? Evidence from pension disputes in UK universities," Papers 2401.05183, arXiv.org.
    132. Bai, Dongbei & Hu, Jin & Irfan, Muhammad & Hu, Mingjun, 2023. "Unleashing the impact of ecological civilization pilot policies on green technology innovation: Evidence from a novel SC-DID model," Energy Economics, Elsevier, vol. 125(C).
    133. Songnian Chen & Junlong Feng, 2023. "Group-Heterogeneous Changes-in-Changes and Distributional Synthetic Controls," Papers 2307.15313, arXiv.org.
    134. Cannon Cloud & Simon He{ss} & Johannes Kasinger, 2022. "Do shared e-scooter services cause traffic accidents? Evidence from six European countries," Papers 2209.06870, arXiv.org, revised Sep 2022.

  15. Susan Athey & Guido Imbens & Jonas Metzger & Evan Munro, 2019. "Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations," Papers 1909.02210, arXiv.org, revised Jul 2020.

    Cited by:

    1. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    2. Christian M. Dahl & Emil N. S{o}rensen, 2021. "Time Series (re)sampling using Generative Adversarial Networks," Papers 2102.00208, arXiv.org.
    3. Jiafeng Chen & Xiaohong Chen & Elie Tamer, 2021. "Efficient Estimation in NPIV Models: A Comparison of Various Neural Networks-Based Estimators," Papers 2110.06763, arXiv.org, revised Oct 2022.
    4. Jonas Metzger, 2022. "Adversarial Estimators," Papers 2204.10495, arXiv.org, revised Jun 2022.
    5. Chen, Jiafeng & Chen, Xiaohong & Tamer, Elie, 2023. "Efficient estimation of average derivatives in NPIV models: Simulation comparisons of neural network estimators," Journal of Econometrics, Elsevier, vol. 235(2), pages 1848-1875.
    6. Jiafeng Chen & Xiaohong Chen & Elie Tamer, 2021. "Efficient Estimation of Average Derivatives in NPIV Models: Simulation Comparisons of Neural Network Estimators," Cowles Foundation Discussion Papers 2319, Cowles Foundation for Research in Economics, Yale University.
    7. Jiaying Gu & Roger Koenker, 2023. "Invidious Comparisons: Ranking and Selection as Compound Decisions," Econometrica, Econometric Society, vol. 91(1), pages 1-41, January.
    8. Yves-C'edric Bauwelinckx & Jan Dhaene & Tim Verdonck & Milan van den Heuvel, 2023. "On the causality-preservation capabilities of generative modelling," Papers 2301.01109, arXiv.org.
    9. Allison Koenecke & Hal Varian, 2020. "Synthetic Data Generation for Economists," Papers 2011.01374, arXiv.org, revised Nov 2020.
    10. Jesus Fernandez-Villaverde, 2020. "Simple Rules for a Complex World with Arti?cial Intelligence," PIER Working Paper Archive 20-010, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    11. Tengyuan Liang, 2020. "How Well Generative Adversarial Networks Learn Distributions," Working Papers 2020-154, Becker Friedman Institute for Research In Economics.
    12. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2021. "Deep Neural Networks for Estimation and Inference," Econometrica, Econometric Society, vol. 89(1), pages 181-213, January.
    13. Jesus Fernandez-Villaverde, 2021. "Has Machine Learning Rendered Simple Rules Obsolete?," PIER Working Paper Archive 21-008, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    14. Christian M. Dahl & Torben S. D. Johansen & Emil N. S{o}rensen & Christian E. Westermann & Simon F. Wittrock, 2021. "Applications of Machine Learning in Document Digitisation," Papers 2102.03239, arXiv.org.
    15. Jiaying Gu & Roger Koenker, 2020. "Invidious Comparisons: Ranking and Selection as Compound Decisions," Papers 2012.12550, arXiv.org, revised Sep 2021.

  16. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.

    Cited by:

    1. Blankenship, Brian & Aklin, Michaël & Urpelainen, Johannes & Nandan, Vagisha, 2022. "Jobs for a just transition: Evidence on coal job preferences from India," Energy Policy, Elsevier, vol. 165(C).
    2. Matthew A Cole & Robert J R Elliott & Bowen Liu, 2020. "The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach," Discussion Papers 20-09, Department of Economics, University of Birmingham.
    3. Andrii Babii & Xi Chen & Eric Ghysels & Rohit Kumar, 2020. "Binary Choice with Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Racial Justice," Papers 2010.08463, arXiv.org, revised Nov 2021.
    4. Sebastian Doerr & Leonardo Gambacorta & José María Serena Garralda, 2021. "Big data and machine learning in central banking," BIS Working Papers 930, Bank for International Settlements.
    5. Sophie-Charlotte Klose & Johannes Lederer, 2020. "A Pipeline for Variable Selection and False Discovery Rate Control With an Application in Labor Economics," Papers 2006.12296, arXiv.org, revised Jun 2020.
    6. Lidia Ceriani & Vladimir Hlasny & Paolo Verme, 2021. "Bottom Incomes and the Measurement of Poverty: A Brief Assessment of the Literature," Working Papers 589, ECINEQ, Society for the Study of Economic Inequality.
    7. Daniel Goller, 2020. "Analysing a built-in advantage in asymmetric darts contests using causal machine learning," Papers 2008.07165, arXiv.org.
    8. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    9. Byron Botha & Rulof Burger & Kevin Kotze & Neil Rankin & Daan Steenkamp, 2022. "Big data forecasting of South African inflation," School of Economics Macroeconomic Discussion Paper Series 2022-03, School of Economics, University of Cape Town.
    10. Zhang, Han, 2021. "How Using Machine Learning Classification as a Variable in Regression Leads to Attenuation Bias and What to Do About It," SocArXiv 453jk, Center for Open Science.
    11. Gert Bijnens & Shyngys Karimov & Jozef Konings, 2023. "Does Automatic Wage Indexation Destroy Jobs? A Machine Learning Approach," De Economist, Springer, vol. 171(1), pages 85-117, March.
    12. Uguccioni, James, 2022. "The long-run effects of parental unemployment in childhood," CLEF Working Paper Series 45, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    13. Andrei Dubovik & Adam Elbourne & Bram Hendriks & Mark Kattenberg, 2022. "Forecasting World Trade Using Big Data and Machine Learning Techniques," CPB Discussion Paper 441, CPB Netherlands Bureau for Economic Policy Analysis.
    14. Colak, Gonul & Fu, Mengchuan & Hasan, Iftekhar, 2022. "On modeling IPO failure risk," Economic Modelling, Elsevier, vol. 109(C).
    15. Delprato, Marcos & Frola, Alessia & Antequera, Germán, 2022. "Indigenous and non-Indigenous proficiency gaps for out-of-school and in-school populations: A machine learning approach," International Journal of Educational Development, Elsevier, vol. 93(C).
    16. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    17. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2023. "Optimal Price Targeting," Marketing Science, INFORMS, vol. 42(3), pages 476-499, May.
    18. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    19. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    20. Zhexiao Lin & Fang Han, 2022. "On regression-adjusted imputation estimators of the average treatment effect," Papers 2212.05424, arXiv.org, revised Jan 2023.
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    22. Patrick Lehnert & Michael Niederberger & Uschi Backes-Gellner & Eric Bettinger, 2020. "Proxying Economic Activity with Daytime Satellite Imagery: Filling Data Gaps Across Time and Space," Economics of Education Working Paper Series 0165, University of Zurich, Department of Business Administration (IBW), revised Sep 2022.
    23. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
    24. Brunori, Paolo & Salas-Rojo, Pedro & Verne, Paolo, 2022. "Estimating inequality with missing incomes," LSE Research Online Documents on Economics 115932, London School of Economics and Political Science, LSE Library.
    25. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
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    29. Donna B. Gilleskie, 2021. "In sickness and in health, until death do us part: A case for theory," Southern Economic Journal, John Wiley & Sons, vol. 87(3), pages 753-768, January.
    30. Mark Musumba & Naureen Fatema & Shahriar Kibriya, 2021. "Prevention Is Better Than Cure: Machine Learning Approach to Conflict Prediction in Sub-Saharan Africa," Sustainability, MDPI, vol. 13(13), pages 1-18, July.
    31. Liyang Tang, 2020. "Application of Nonlinear Autoregressive with Exogenous Input (NARX) neural network in macroeconomic forecasting, national goal setting and global competitiveness assessment," Papers 2005.08735, arXiv.org.
    32. Jean-Sauveur Ay & Julie Le Gallo, 2021. "The signaling value of nested wine names," Post-Print hal-03268014, HAL.
    33. Falco J. Bargagli-Stoffi & Jan Niederreiter & Massimo Riccaboni, 2020. "Supervised learning for the prediction of firm dynamics," Papers 2009.06413, arXiv.org.
    34. Cockx, Bart & Lechner, Michael & Bollens, Joost, 2023. "Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium," Labour Economics, Elsevier, vol. 80(C).
    35. Daniel Levy & Tamir Mayer & Alon Raviv, 2022. "Economists in the 2008 Financial Crisis: Slow to See, Fast to Act," Working Paper series 22-04, Rimini Centre for Economic Analysis.
    36. Julien Chevallier & Dominique Guégan & Stéphane Goutte, 2021. "Is It Possible to Forecast the Price of Bitcoin?," Post-Print halshs-04250269, HAL.
    37. Anna Baiardi & Andrea A. Naghi, 2021. "The Value Added of Machine Learning to Causal Inference: Evidence from Revisited Studies," Tinbergen Institute Discussion Papers 21-001/V, Tinbergen Institute.
    38. Gianluca Stefani & Mario Biggeri & Lucia Ferrone, 2022. "Sustainable Transitions Narratives: An Analysis of the Literature through Topic Modelling," Sustainability, MDPI, vol. 14(4), pages 1-25, February.
    39. Mohsin, Muhammad & Taghizadeh-Hesary, Farhad & Iqbal, Nadeem & Saydaliev, Hayot Berk, 2022. "The role of technological progress and renewable energy deployment in green economic growth," Renewable Energy, Elsevier, vol. 190(C), pages 777-787.
    40. Dario Sansone & Anna Zhu, 2020. "Using Machine Learning to Create an Early Warning System for Welfare Recipients," Papers 2011.12057, arXiv.org, revised May 2021.
    41. Frederico Finan & Demian Pouzo, 2021. "Reinforcing RCTs with Multiple Priors while Learning about External Validity," Papers 2112.09170, arXiv.org, revised Mar 2023.
    42. Fluchtmann, Jonas & Glenny, Anita Marie & Harmon, Nikolaj & Maibom, Jonas, 2021. "The Gender Application Gap: Do Men and Women Apply for the Same Jobs?," IZA Discussion Papers 14906, Institute of Labor Economics (IZA).
    43. Silveira, Douglas & Vasconcelos, Silvinha & Resende, Marcelo & Cajueiro, Daniel O., 2022. "Won’t Get Fooled Again: A supervised machine learning approach for screening gasoline cartels," Energy Economics, Elsevier, vol. 105(C).
    44. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    45. Baaken, Dominik & Hess, Sebastian, 2021. "Regionale Milchmengenprognose: Regressionsmodelle und Maschinelles Lernen im Vergleich," 61st Annual Conference, Berlin, Germany, September 22-24, 2021 317056, German Association of Agricultural Economists (GEWISOLA).
    46. Hannes Mueller & Christopher Rauh, 2019. "The hard problem of prediction for conflict prevention," Cahiers de recherche 2019-02, Universite de Montreal, Departement de sciences economiques.
    47. Daniel Garcia & Juha Tolvanen & Alexander K. Wagner, 2022. "Demand Estimation Using Managerial Responses to Automated Price Recommendations," Management Science, INFORMS, vol. 68(11), pages 7918-7939, November.
    48. Goller, Daniel & Lechner, Michael & Moczall, Andreas & Wolff, Joachim, 2019. "Does the estimation of the propensity score by machine learning improve matching estimation? The case of Germany’s programmes for long term unemployed," Economics Working Paper Series 1910, University of St. Gallen, School of Economics and Political Science.
    49. Eric-Jan Wagenmakers & Alexandra Sarafoglou & Sil Aarts & Casper Albers & Johannes Algermissen & Štěpán Bahník & Noah Dongen & Rink Hoekstra & David Moreau & Don Ravenzwaaij & Aljaž Sluga & Franziska , 2021. "Seven steps toward more transparency in statistical practice," Nature Human Behaviour, Nature, vol. 5(11), pages 1473-1480, November.
    50. Paul B. Ellickson & Wreetabrata Kar & James C. Reeder, 2023. "Estimating Marketing Component Effects: Double Machine Learning from Targeted Digital Promotions," Marketing Science, INFORMS, vol. 42(4), pages 704-728, July.
    51. Hlasny, Vladimir & Ceriani, Lidia & Verme, Paolo, 2020. "Bottom incomes and the measurement of poverty and inequality," GLO Discussion Paper Series 519, Global Labor Organization (GLO).
    52. Maximilian Maurice Gail & Phil-Adrian Klotz, 2021. "The Impact of the Agency Model on E-book Prices: Evidence from the UK," MAGKS Papers on Economics 202111, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    53. Yulin Liu & Luyao Zhang, 2022. "Cryptocurrency Valuation: An Explainable AI Approach," Papers 2201.12893, arXiv.org, revised Jul 2023.
    54. Imhof, David & Wallimann, Hannes, 2021. "Detecting bid-rigging coalitions in different countries and auction formats," International Review of Law and Economics, Elsevier, vol. 68(C).
    55. Helena Chuliá & Sabuhi Khalili & Jorge M. Uribe, 2024. "Monitoring time-varying systemic risk in sovereign debt and currency markets with generative AI," IREA Working Papers 202402, University of Barcelona, Research Institute of Applied Economics, revised Feb 2024.
    56. Adamczyk, Willian Boschetti & Monasterio, Leonardo & Fochezatto, Adelar, 2021. "Automation in the future of public sector employment: the case of Brazilian Federal Government," Technology in Society, Elsevier, vol. 67(C).
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    58. Quigley, David T. & Che, Yuyuan & Yasar, Mahmut & Rejesus, Roderick M., 2023. "Cover Crop Adoption and Climate Risks: An Application of Causal Random Forests," 2023 Annual Meeting, July 23-25, Washington D.C. 335586, Agricultural and Applied Economics Association.
    59. Daniel Levy & Tamir Mayer & Alon Raviv, 2020. "Academic Scholarship in Light of the 2008 Financial Crisis: Textual Analysis of NBER Working Papers," Working Paper series 20-05, Rimini Centre for Economic Analysis.
    60. Gabriel Okasa & Kenneth A. Younge, 2022. "Sample Fit Reliability," Papers 2209.06631, arXiv.org.
    61. Igor Sadoune & Andrea Lodi & Marcelin Joanis, 2022. "Implementing a Hierarchical Deep Learning Approach for Simulating Multi-Level Auction Data," Papers 2207.12255, arXiv.org, revised Feb 2024.
    62. Combes, Pierre-Philippe & Gobillon, Laurent & Zylberberg, Yanos, 2021. "Urban Economics in a Historical Perspective: Recovering Data with Machine Learning," IZA Discussion Papers 14392, Institute of Labor Economics (IZA).
    63. Kawata, Keisuke & Nakabayashi, Masaki, 2023. "Persistent mind: The effects of information provision on policy preferences," Journal of Policy Modeling, Elsevier, vol. 45(3), pages 522-537.
    64. Knaus, Michael C., 2020. "Double Machine Learning based Program Evaluation under Unconfoundedness," Economics Working Paper Series 2004, University of St. Gallen, School of Economics and Political Science.
    65. Andreu Arenas & Caterina Calsamiglia & Annalisa Loviglio, 2021. "What is at stake without high-stakes exams? Students’ evaluation and admission to college at the time of COVID-19," Working Papers 2021/03, Institut d'Economia de Barcelona (IEB).
    66. Jau-er Chen & Chien-Hsun Huang & Jia-Jyun Tien, 2021. "Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions," Econometrics, MDPI, vol. 9(2), pages 1-18, April.
    67. Vamossy, Domonkos F., 2021. "Investor emotions and earnings announcements," Journal of Behavioral and Experimental Finance, Elsevier, vol. 30(C).
    68. Yongtong Shao & Tao Xiong & Minghao Li & Dermot Hayes & Wendong Zhang & Wei Xie, 2021. "China's Missing Pigs: Correcting China's Hog Inventory Data Using a Machine Learning Approach," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 1082-1098, May.
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    70. Deshpande, Advait, 2020. "The potential influence of machine learning and data science on the future of economics: Overview of highly-cited research," SocArXiv 9nh8g, Center for Open Science.
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    74. Smeele, Nicholas V.R. & Chorus, Caspar G. & Schermer, Maartje H.N. & de Bekker-Grob, Esther W., 2023. "Towards machine learning for moral choice analysis in health economics: A literature review and research agenda," Social Science & Medicine, Elsevier, vol. 326(C).
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    76. Giacomo De Giorgi & Costanza Naguib, 2022. "Life after Default: Credit Hardship and its Effects," Diskussionsschriften dp2206, Universitaet Bern, Departement Volkswirtschaft.
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    81. Paolo Verme, 2020. "Which Model for Poverty Predictions?," Working Papers 521, ECINEQ, Society for the Study of Economic Inequality.
    82. Goller, Daniel & Harrer, Tamara & Lechner, Michael & Wolff, Joachim, 2021. "Active labour market policies for the long-term unemployed: New evidence from causal machine learning," Economics Working Paper Series 2108, University of St. Gallen, School of Economics and Political Science.
    83. Andres, Antonio Rodriguez & Otero, Abraham & Amavilah, Voxi Heinrich, 2021. "Evaluation of technology clubs by clustering: A cautionary note," MPRA Paper 109138, University Library of Munich, Germany.
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  17. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2019. "Optimal Experimental Design for Staggered Rollouts," Papers 1911.03764, arXiv.org, revised Sep 2023.

    Cited by:

    1. Patrick Bajari & Brian Burdick & Guido W. Imbens & Lorenzo Masoero & James McQueen & Thomas Richardson & Ido M. Rosen, 2021. "Multiple Randomization Designs," Papers 2112.13495, arXiv.org.
    2. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    3. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    4. Jinglong Zhao, 2023. "Adaptive Neyman Allocation," Papers 2309.08808, arXiv.org, revised Sep 2023.
    5. Maria Petrova & Ananya Sen & Pinar Yildirim, 2021. "Social Media and Political Contributions: The Impact of New Technology on Political Competition," Management Science, INFORMS, vol. 67(5), pages 2997-3021, May.
    6. Kathryn N. Vasilaky & J. Michelle Brock, 2020. "Power(ful) guidelines for experimental economists," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 6(2), pages 189-212, December.
    7. Jinglong Zhao & Zijie Zhou, 2022. "Pigeonhole Design: Balancing Sequential Experiments from an Online Matching Perspective," Papers 2201.12936, arXiv.org, revised Oct 2023.
    8. Iavor Bojinov & David Simchi-Levi & Jinglong Zhao, 2023. "Design and Analysis of Switchback Experiments," Management Science, INFORMS, vol. 69(7), pages 3759-3777, July.
    9. Vivek F. Farias & Andrew A. Li & Tianyi Peng, 2021. "Learning Treatment Effects in Panels with General Intervention Patterns," Papers 2106.02780, arXiv.org, revised Mar 2023.
    10. Shan Huang & Chen Wang & Yuan Yuan & Jinglong Zhao & Jingjing Zhang, 2023. "Estimating Effects of Long-Term Treatments," Papers 2308.08152, arXiv.org.
    11. Maria Petrova & Ananya Sen & Pinar Yildirim, 2020. "Social Media and Political Contributions: The Impact of New Technology on Political Competition," Papers 2011.02924, arXiv.org.

  18. Dmitry Arkhangelsky & Guido W. Imbens, 2019. "The Role of the Propensity Score in Fixed Effect Models," Working Papers wp2019_1905, CEMFI.

    Cited by:

    1. Hye Yoon Chung & Youjin Hahn, 2021. "Work Transitions, Gender, and Subjective Well-Being," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(5), pages 2085-2109, October.
    2. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    3. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    4. Dalia Ghanem & Pedro H. C. Sant'Anna & Kaspar Wuthrich, 2022. "Selection and parallel trends," Papers 2203.09001, arXiv.org, revised Mar 2024.
    5. Nagasawa, Kenichi, 2020. "Identification and Estimation of Group-Level Partial Effects," The Warwick Economics Research Paper Series (TWERPS) 1243, University of Warwick, Department of Economics.
    6. Yang, Yimin, 2022. "A correlated random effects approach to the estimation of models with multiple fixed effects," Economics Letters, Elsevier, vol. 213(C).
    7. Daniel Brüggmann & Michaela Kreyenfeld, 2023. "Earnings Trajectories After Divorce: The Legacies of the Earner Model During Marriage," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 42(2), pages 1-34, April.
    8. Dmitry Arkhangelsky & Guido W. Imbens, 2021. "Double-Robust Identification for Causal Panel Data Models," NBER Working Papers 28364, National Bureau of Economic Research, Inc.
    9. Hottenrott, Hanna & Berger, Marius, 2021. "Start-Up Subsidies and the Sources of Venture Capital," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242383, Verein für Socialpolitik / German Economic Association.
    10. Myungkou Shin, 2022. "Finitely Heterogeneous Treatment Effect in Event-study," Papers 2204.02346, arXiv.org, revised Feb 2024.
    11. Kosuke Imai & In Song Kim, 2019. "When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data?," American Journal of Political Science, John Wiley & Sons, vol. 63(2), pages 467-490, April.
    12. Youmi Suk, 2024. "A Within-Group Approach to Ensemble Machine Learning Methods for Causal Inference in Multilevel Studies," Journal of Educational and Behavioral Statistics, , vol. 49(1), pages 61-91, February.
    13. Alejandro Sanchez-Becerra, 2022. "The Network Propensity Score: Spillovers, Homophily, and Selection into Treatment," Papers 2209.14391, arXiv.org.
    14. Laura Liu & Alexandre Poirier & Ji-Liang Shiu, 2021. "Identification and Estimation of Partial Effects in Nonlinear Semiparametric Panel Models," Papers 2105.12891, arXiv.org, revised Dec 2023.
    15. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
    16. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
    17. Youmi Suk & Hyunseung Kang, 2022. "Robust Machine Learning for Treatment Effects in Multilevel Observational Studies Under Cluster-level Unmeasured Confounding," Psychometrika, Springer;The Psychometric Society, vol. 87(1), pages 310-343, March.

  19. Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," Papers 1903.10079, arXiv.org.

    Cited by:

    1. Gert Bijnens & Shyngys Karimov & Jozef Konings, 2023. "Does Automatic Wage Indexation Destroy Jobs? A Machine Learning Approach," De Economist, Springer, vol. 171(1), pages 85-117, March.
    2. Fetzer, Thiemo & Wang, Shizhuo, 2020. "Measuring the Regional Economic Cost of Brexit: Evidence up to 2019," CEPR Discussion Papers 15051, C.E.P.R. Discussion Papers.
    3. Danielsson, Jon & Macrae, Robert & Uthemann, Andreas, 2022. "Artificial intelligence and systemic risk," LSE Research Online Documents on Economics 111601, London School of Economics and Political Science, LSE Library.
    4. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    5. Newell, Richard G. & Prest, Brian C. & Sexton, Steven, 2020. "The GDP Temperature Relationship: Implications for Climate Change Damages," RFF Working Paper Series 18-17, Resources for the Future.
    6. Lenza, Michele & Moutachaker, Inès & Paredes, Joan, 2023. "Density forecasts of inflation: a quantile regression forest approach," Working Paper Series 2830, European Central Bank.
    7. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    8. Domenico Giannone & Michele Lenza & Giorgio E. Primiceri, 2018. "Economic predictions with big data: the illusion of sparsity," Staff Reports 847, Federal Reserve Bank of New York.
    9. Shafiullah Qureshi & Ba Chu & Fanny S. Demers, 2021. "Forecasting Canadian GDP Growth with Machine Learning," Carleton Economic Papers 21-05, Carleton University, Department of Economics.
    10. Povilas Lastauskas & Julius Stakénas, 2019. "Does It Matter When Labor Market Reforms Are Implemented? The Role of the Monetary Policy Environment," CESifo Working Paper Series 7844, CESifo.
    11. Hollingsworth, Alex & Wing, Coady, 2020. "Tactics for design and inference in synthetic control studies: An applied example using high-dimensional data," SocArXiv fc9xt, Center for Open Science.
    12. Surender Kumar & Madhu Khanna, 2019. "Temperature and Production Efficiency Growth: Empirical Evidence," Working papers 298, Centre for Development Economics, Delhi School of Economics.
    13. Gabriel Loumeau & Christian Stettler, 2021. "Fiscal Autonomy and Self-Determination," CESifo Working Paper Series 9445, CESifo.
    14. Hoang, Daniel & Wiegratz, Kevin, 2022. "Machine learning methods in finance: Recent applications and prospects," Working Paper Series in Economics 158, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    15. Cerqua, Augusto & Letta, Marco, 2022. "Local inequalities of the COVID-19 crisis," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    16. Jesus Fernandez-Villaverde, 2020. "Simple Rules for a Complex World with Arti?cial Intelligence," PIER Working Paper Archive 20-010, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    17. Rong J. B. Zhu, 2023. "Synthetic Regressing Control Method," Papers 2306.02584, arXiv.org, revised Oct 2023.
    18. Jesus Fernandez-Villaverde, 2021. "Has Machine Learning Rendered Simple Rules Obsolete?," PIER Working Paper Archive 21-008, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    19. Duarte, Victor & Duarte, Diogo & Fonseca, Julia & Montecinos, Alexis, 2020. "Benchmarking machine-learning software and hardware for quantitative economics," Journal of Economic Dynamics and Control, Elsevier, vol. 111(C).
    20. Cerqua, Augusto & Letta, Marco, 2020. "Local economies amidst the COVID-19 crisis in Italy: a tale of diverging trajectories," MPRA Paper 104404, University Library of Munich, Germany.

  20. Guido Imbens & Konrad Menzel, 2018. "A Causal Bootstrap," NBER Working Papers 24833, National Bureau of Economic Research, Inc.

    Cited by:

    1. Heckman, James J. & Karapakula, Ganesh, 2019. "The Perry Preschoolers at Late Midlife: A Study in Design-Specific Inference," IZA Discussion Papers 12362, Institute of Labor Economics (IZA).

  21. Susan Athey & Guido Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Papers 1808.05293, arXiv.org, revised Sep 2018.

    Cited by:

    1. Brzezinski, Adam & Deiana, Guido & Kecht, Valentin & Van Dijcke, David, 2020. "The COVID-19 Pandemic: Government vs. Community Action Across the United States," INET Oxford Working Papers 2020-06, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    2. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Feb 2024.
    3. Branco, Catarina & Dohse, Dirk & dos Santos, João Pereira & Tavares, José, 2022. "Nobody's gonna slow me down? The effects of a transportation cost shock on firm performance and behavior," Ruhr Economic Papers 949, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    4. Cirulli, Vanessa & Marini, Giorgia & Marini, Marco A. & Straume, Odd Rune, 2023. "Do Hospital Mergers Reduce Waiting Times? Theory and Evidence from the English NHS," FEEM Working Papers 337014, Fondazione Eni Enrico Mattei (FEEM).
    5. Sonia Bhalotra & Diogo G. C. Britto & Paolo Pinotti & Breno Sampaio, 2021. "Job Displacement, Unemployment Benefits and Domestic Violence," CESifo Working Paper Series 9186, CESifo.
    6. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls with Staggered Adoption," Papers 1912.03290, arXiv.org, revised Jan 2021.
    7. Mac Clay, Pablo & Börner, Jan & Sellare, Jorge, 2023. "Institutional and macroeconomic stability mediate the effect of auctions on renewable energy capacity," Energy Policy, Elsevier, vol. 180(C).
    8. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference in Differences," Working Papers wp2019_1907, CEMFI.
    9. Tamara Bischof & Boris Kaiser, 2019. "Who Cares When You Close Down? The Effects of Primary Care Practice Closures on Patients," Diskussionsschriften dp1907, Universitaet Bern, Departement Volkswirtschaft.
    10. Coile, Courtney & Rossin-Slater, Maya & Su, Amanda, 2022. "The Impact of Paid Family Leave on Families with Health Shocks," IZA Discussion Papers 15783, Institute of Labor Economics (IZA).
    11. Don Fullerton & Chi L. Ta, 2022. "What Determines Effectiveness of Renewable Energy Standards? General Equilibrium Analytical Model and Empirical Analysis," CESifo Working Paper Series 9565, CESifo.
    12. Britto, Diogo & Melo, Caique & Sampaio, Breno, 2022. "The Kids Aren't Alright: Parental Job Loss and Children's Outcomes Within and Beyond Schools," CEPR Discussion Papers 17562, C.E.P.R. Discussion Papers.
    13. Ahn, Soojung & Steinbach, Sandro, 2022. "COVID-19 Trade Actions and Their Impact on the Agricultural and Food Sector," 2023 Allied Social Sciences Association (ASSA) Annual Meeting, January 6-8, 2023, New Orleans, Louisiana 316789, Agricultural and Applied Economics Association.
    14. Leah Platt Boustan & Robert A. Margo & Matthew M. Miller & James M. Reeves & Justin P. Steil, 2019. "Does Condominium Development Lead to Gentrification?," NBER Working Papers 26170, National Bureau of Economic Research, Inc.
    15. Dr. Romain Baeriswyl & Alex Oktay & Dr. Marc-Antoine Ramelet, 2023. "Exchange rate shocks and equity prices: the role of currency denomination," Working Papers 2023-05, Swiss National Bank.
    16. Clément de Chaisemartin & Xavier D'Haultfoeuille, 2019. "Two-way Fixed Effects Estimators with Heterogeneous Treatment Effects," NBER Working Papers 25904, National Bureau of Economic Research, Inc.
    17. Giulia Bettin & Isabella Giorgetti & Stefano Staffolani, 2022. "The Impact Of Covid-19 Lockdown On The Gender Gap In The Italian Labour Market," Working Papers 460, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    18. Rösner, Anja & Haucap, Justus & Heimeshoff, Ulrich, 2020. "The impact of consumer protection in the digital age: Evidence from the European Union," DICE Discussion Papers 330, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    19. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    20. Schmidheiny, Kurt & Siegloch, Sebastian, 2019. "On Event Studies and Distributed-Lags in Two-Way Fixed Effects Models: Identification, Equivalence, and Generalization," CEPR Discussion Papers 13477, C.E.P.R. Discussion Papers.
    21. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2021. "Revisiting Event Study Designs: Robust and Efficient Estimation," Papers 2108.12419, arXiv.org, revised Jan 2024.
    22. Sylvain Chareyron & Florence Goffette-Nagot & Lucie Letrouit, 2019. "Impacts of a French urban renewal program on local housing markets," Post-Print halshs-02353718, HAL.
    23. Athey, Susan & Imbens, Guido W. & Bayati, Mohsen, 2019. "Optimal Experimental Design for Staggered Rollouts," Research Papers 3837, Stanford University, Graduate School of Business.
    24. Darwyyn Deyo & Kofi Ampaabeng & Conor Norris & Edward Timmons, 2022. "Public interest or policy diffusion: Analyzing the effects of massage therapist municipal licensing," Working Papers 22-02, Department of Economics, West Virginia University.
    25. Jason Poulos & Shuxi Zeng, 2021. "RNN‐based counterfactual prediction, with an application to homestead policy and public schooling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1124-1139, August.
    26. Clarke, Damian & Pailañir, Daniel & Athey, Susan & Imbens, Guido W., 2023. "Synthetic Difference-in-Differences Estimation," IZA Discussion Papers 15907, Institute of Labor Economics (IZA).
    27. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods," Papers 1803.09015, arXiv.org, revised Dec 2020.
    28. Diogo Britto & Paolo Pinotti & Breno Sampaio, "undated". "The Effect of Job Loss and Unemployment Insurance on Crime in Brazil," RF Berlin - CReAM Discussion Paper Series 2128, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    29. Bhattacharjee, Arnab & Aravena, Claudia & Castillo, Natalia & Ehrlich, Marco & Taou, Nadia & Wagner, Thomas, 2022. "Agroforestry Programs in the Colombian Amazon: Selection, Treatment and Exposure Effects on Deforestation," National Institute of Economic and Social Research (NIESR) Discussion Papers 537, National Institute of Economic and Social Research.
    30. Joaquín Artés & Juan Luis Jiménez & Jordi Perdiguero, 2023. "The effects of revealing the prosecution of political corruption on local finances," Empirical Economics, Springer, vol. 64(1), pages 249-275, January.
    31. Cappelletti, Matilde & Giuffrida, Leonardo M., 2021. "Procuring survival," ZEW Discussion Papers 21-093, ZEW - Leibniz Centre for European Economic Research.
    32. Vanessa Cirulli & Giorgia Marini, 2023. "Do mergers really increase output? Evidence from English hospitals," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(1), pages 159-189, March.
    33. Suchita Srinivasan, 2023. "Social Policies and Adaptation to Extreme Weather: Evidence from South Africa," CER-ETH Economics working paper series 23/381, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    34. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    35. Sumita, Kazuto & Nakazawa, Katsuyoshi & Kawase, Akihiro, 2021. "Long-term care facilities and migration of elderly households in an aged society: Empirical analysis based on micro data," Journal of Housing Economics, Elsevier, vol. 53(C).
    36. Dettmann, Eva & Giebler, Alexander & Weyh, Antje, 2020. "Flexpaneldid: A Stata toolbox for causal analysis with varying treatment time and duration," IWH Discussion Papers 3/2020, Halle Institute for Economic Research (IWH).
    37. Clément de Chaisemartin & Xavier D’haultfœuille, 2022. "Two-Way Fixed Effects and Differences-in-Differences with Heterogeneous Treatment Effects: A Survey," Post-Print hal-03873885, HAL.
    38. Michelle Marcus & Pedro H. C. Sant’Anna, 2021. "The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(2), pages 235-275.
    39. Martin Brown & Nicole Hentschel & Hannes Mettler & Helmut Stix, 2020. "Financial Innovation, Payment Choice and Cash Demand – Causal Evidence from the Staggered Introduction of Contactless Debit Cards (Martin Brown,Nicole Hentschel, Hannes Mettler, Helmut Stix)," Working Papers 230, Oesterreichische Nationalbank (Austrian Central Bank).
    40. Huang, Bin & He, Xiaoyan & Xu, Lei & Zhu, Yu, 2020. "Elite school designation and housing prices-quasi-experimental evidence from Beijing, China✰," Journal of Housing Economics, Elsevier, vol. 50(C).
    41. Rubolino, Enrico, 2023. "Does weak enforcement deter tax progressivity?," Journal of Public Economics, Elsevier, vol. 219(C).
    42. Tal Gross & Raymond Kluender & Feng Liu & Matthew J. Notowidigdo & Jialan Wang, 2019. "The Economic Consequences of Bankruptcy Reform," NBER Working Papers 26254, National Bureau of Economic Research, Inc.
    43. Motyakina, Yana, 2023. "Территории Опережающего Развития И Занятость В Моногородах Российской Федерации [Priority development areas and employment in Russian cities]," MPRA Paper 117635, University Library of Munich, Germany.
    44. Clò, Stefano & Frigerio, Marco & Vandone, Daniela, 2022. "Financial support to innovation: The role of European development financial institutions," Research Policy, Elsevier, vol. 51(10).
    45. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    46. Luis Alvarez & Bruno Ferman, 2020. "Inference in Difference-in-Differences with Few Treated Units and Spatial Correlation," Papers 2006.16997, arXiv.org, revised Apr 2023.
    47. Aysegul Kayaoglu, 2021. "Do Refugees Cause Crime?," Working Papers 1470, Economic Research Forum, revised 20 Apr 2021.
    48. Jin, Zhangfeng & Zhang, Junsen, 2023. "Access to local citizenship and internal migration in a developing country: Evidence from a Hukou reform in China," Journal of Comparative Economics, Elsevier, vol. 51(1), pages 181-215.
    49. Li, Yutao & Zhang, Jinning & Lyu, Yanwei, 2023. "Does telecommunications infrastructure promote entrepreneurship in developing countries? Evidence from a quasi-natural experiment in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 106-119.
    50. Wu, Jianxian & Nie, Xin & Wang, Han & Li, Weijuan, 2023. "Eco-industrial parks and green technological progress: Evidence from Chinese cities," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    51. Rik Chakraborti & Gavin Roberts, 2023. "How price-gouging regulation undermined COVID-19 mitigation: county-level evidence of unintended consequences," Public Choice, Springer, vol. 196(1), pages 51-83, July.
    52. Chen, Taoshan, 2023. "How does Monitoring and Evaluation Affect Racial Health Inequality? Evidence from PMAQ Program in Brazil," Warwick-Monash Economics Student Papers 51, Warwick Monash Economics Student Papers.
    53. Davide Viviano & Jess Rudder, 2020. "Policy design in experiments with unknown interference," Papers 2011.08174, arXiv.org, revised Dec 2023.
    54. Banzhaf, H. Spencer & Mickey, Ryan & Patrick, Carlianne, 2021. "Age-based property tax exemptions," Journal of Urban Economics, Elsevier, vol. 121(C).
    55. Bütikofer, Aline & Abrahamsson, Sara & Karbownik, Krzysztof, 2023. "Swallow This: Childhood and Adolescent Exposure to Fast Food Restaurants, BMI, and Cognitive Ability," CEPR Discussion Papers 18213, C.E.P.R. Discussion Papers.
    56. Chien, Chih-Chung & Chen, Shikuan & Chang, Ming-Jen, 2023. "Financial constraints on credit ratings and cash-flow sensitivity," International Review of Financial Analysis, Elsevier, vol. 88(C).
    57. Vincenzo Carrieri & Leonardo Madio & Francesco Principe, 2020. "Do-It-Yourself medicine? The impact of light cannabis liberalization on prescription drugs," Post-Print hal-02945943, HAL.
    58. Elisabeth Grewenig, 2021. "School Track Decisions and Teacher Recommendations: Evidence from German State Reforms," ifo Working Paper Series 353, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    59. Jamie Bologna Pavlik & Benjamin Powell & Andrew T. Young, 2022. "Does aid cause changes in economic freedom?," Southern Economic Journal, John Wiley & Sons, vol. 89(1), pages 90-111, July.
    60. Brown, Martin & Hentschel, Nicole & Mettler, Hannes & Stix, Helmut, 2022. "The convenience of electronic payments and consumer cash demand," Journal of Monetary Economics, Elsevier, vol. 130(C), pages 86-102.
    61. Sukjin Han, 2018. "Identification in Nonparametric Models for Dynamic Treatment Effects," Papers 1805.09397, arXiv.org, revised Jan 2019.
    62. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.
    63. Philip Marx & Elie Tamer & Xun Tang, 2022. "Parallel Trends and Dynamic Choices," Papers 2207.06564, arXiv.org, revised Aug 2023.
    64. Germain Gauthier, 2021. "On the Use of Two-Way Fixed Effects Models for Policy Evaluation During Pandemics," Papers 2106.10949, arXiv.org.
    65. Capitán, Tabaré & Alpízar, Francisco & Madrigal-Ballestero, Róger & Pattanayak, Subhrendu, 2020. "Time-Varying Pricing May Increase Total Electricity Consumption: Evidence from Costa Rica," SocArXiv wcz8s, Center for Open Science.
    66. Bruno Ferman, 2019. "Inference in Difference-in-Differences: How Much Should We Trust in Independent Clusters?," Papers 1909.01782, arXiv.org, revised Sep 2022.
    67. Garrouste, Manon & Zaiem, Meryam, 2020. "School supply constraints in track choices: A French study using high school openings," Economics of Education Review, Elsevier, vol. 78(C).
    68. Paul Pelzl & Steven Poelhekke, 2023. "Democratization, leader education and growth: firm-level evidence from Indonesia," Journal of Economic Growth, Springer, vol. 28(4), pages 571-600, December.
    69. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    70. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    71. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    72. Clarke, Damian & Tapia Schythe, Kathya, 2020. "Implementing the Panel Event Study," MPRA Paper 101669, University Library of Munich, Germany.
    73. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
    74. Poulos, Jason & Albanese, Andrea & Mercatanti, Andrea & Li, Fan, 2021. "Retrospective Causal Inference via Matrix Completion, with an Evaluation of the Effect of European Integration on Cross-Border Employment," IZA Discussion Papers 14472, Institute of Labor Economics (IZA).
    75. Pagano, Marco & Coraggio, Luca & Scognamiglio, Annalisa & TÃ¥g, Joacim, 2022. "JAQ of All Trades: Job Mismatch, Firm Productivity and Managerial Quality," CEPR Discussion Papers 17167, C.E.P.R. Discussion Papers.
    76. Sumit Agarwal & Slava Mikhed & Barry Scholnick & Man Zhang, 2022. "Reducing Strategic Default in a Financial Crisis," Working Papers 21-36, Federal Reserve Bank of Philadelphia.
    77. Jiafeng Chen & Edward Glaeser & David Wessel, 2022. "JUE Insight: The (Non-)Effect of Opportunity Zones on Housing Prices," Papers 2204.06967, arXiv.org.
    78. Silvia Albrizio & Iván Kataryniuk & Luis Molina & Jan Schäfer, 2021. "ECB euro liquidity lines," Working Papers 2125, Banco de España.
    79. Klauber, Hannah & Holub, Felix & Koch, Nicolas & Pestel, Nico & Ritter, Nolan & Rohlf, Alexander, 2021. "Killing Prescriptions Softly: Low Emission Zones and Child Health from Birth to School," IZA Discussion Papers 14376, Institute of Labor Economics (IZA).
    80. Christine Benesch & Rino L. Heim & Mark Schelker & Lukas D. Schmid, 2021. "Do Voting Advice Applications Change Political Behavior?," CESifo Working Paper Series 8868, CESifo.
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    88. Soojung Ahn & Sandro Steinbach, 2023. "The impact of COVID‐19 trade measures on agricultural and food trade," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(2), pages 911-927, June.
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    90. Fabio Santeramo & Dela-Dem Fiankor, 2023. "Revisiting the impact of per-unit duties on agricultural export prices," RSCAS Working Papers 2023/29, European University Institute.
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    152. Castelnovo, Paolo & Clò, Stefano & Florio, Massimo, 2023. "A quasi-experimental design to assess the innovative impact of public procurement: An application to the Italian space industry," Technovation, Elsevier, vol. 121(C).
    153. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
    154. Giuseppe Gori & Patrizia Lattarulo & Francesco Porcelli & Leonzio Rizzo & Riccardo Secomandi, 2023. "Does inter-municipal cooperation increase efficiency? Evidence from Italy," Working papers 111, Società Italiana di Economia Pubblica.
    155. Jianfei Cao & Shirley Lu, 2019. "Synthetic Control Inference for Staggered Adoption: Estimating the Dynamic Effects of Board Gender Diversity Policies," Papers 1912.06320, arXiv.org.
    156. Martin Brown & Nicole Hentschel & Hannes Mettler & Helmut Stix, 2020. "Financial Innovation, Payment Choice and Cash Demand - Causal Evidence from the Staggered Introduction of Contactless Debit Cards," Working Papers on Finance 2002, University of St. Gallen, School of Finance.
    157. Caroline Chuard & Patrick Chuard‐Keller, 2021. "Baby bonus in Switzerland: Effects on fertility, newborn health, and birth‐scheduling," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2092-2123, September.
    158. Stephen McCarthy & Damien Sheehan‐Connor, 2022. "The effect of hospital‐physician integration on hospital costs," Health Economics, John Wiley & Sons, Ltd., vol. 31(11), pages 2333-2368, November.
    159. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    160. Maria Petrova & Ananya Sen & Pinar Yildirim, 2020. "Social Media and Political Contributions: The Impact of New Technology on Political Competition," Papers 2011.02924, arXiv.org.
    161. Li, Ping & Zhang, ZhongXiang, 2023. "The effects of new energy vehicle subsidies on air quality: Evidence from China," Energy Economics, Elsevier, vol. 120(C).
    162. Chy, Mahfuz & Kyung, Hoyoun, 2023. "The effect of bond market transparency on bank loan contracting," Journal of Accounting and Economics, Elsevier, vol. 75(2).
    163. Evan Mast, 2020. "Warding Off Development: Local Control, Housing Supply, and NIMBYs," Upjohn Working Papers 20-330, W.E. Upjohn Institute for Employment Research.
    164. Gregori, Wildmer Daniel & Martinez Cillero, Maria & Nardo, Michela, 2021. "The effects of cross-border acquisitions on firms' productivity in the EU," Working Papers 2021-06, Joint Research Centre, European Commission.
    165. Upward, Richard & Wright, Peter, 2024. "Income shocks, political support and voting behaviour," IWH Discussion Papers 1/2024, Halle Institute for Economic Research (IWH).
    166. Gonçalves, S. & Rodrigues, T.P. & Chagas, A.L.S., 2020. "The impact of wind power on the Brazilian labor market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 128(C).
    167. Guanyu Lu & Taisuke Sadayuki & Toshi H Arimura, 2023. "Does Emissions Trading Scheme Induce Innovation and Carbon Leakage? Evidence from Japan," Working Papers 2217, Waseda University, Faculty of Political Science and Economics.
    168. Solomon, Keisha T. & Dasgupta, Kabir, 2022. "State mental health insurance parity laws and college educational outcomes," Journal of Health Economics, Elsevier, vol. 86(C).
    169. David M. N. Mahon & Carlos J. Asarta, 2024. "Why are Schools Reclassifying Their Economics Major?," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 50(1), pages 103-116, January.
    170. Stefano Falcone, 2022. "Do Evictions Increase Crime? Evidence from Nuisance Ordinances in Ohio," Working Papers 1359, Barcelona School of Economics.
    171. Florian Gunsilius, 2020. "Distributional synthetic controls," Papers 2001.06118, arXiv.org, revised Dec 2021.
    172. Marina Dias & Demian Pouzo, 2021. "Inference for multi-valued heterogeneous treatment effects when the number of treated units is small," Papers 2105.10965, arXiv.org.
    173. Romina Tome & Marcos A Rangel & Christina M Gibson-Davis & Laura Bellows, 2021. "Heightened immigration enforcement impacts US citizens’ birth outcomes: Evidence from early ICE interventions in North Carolina," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-15, February.
    174. Wildmer Daniel Gregori & Maria Martinez Cillero & Michela Nardo, 2022. "The effects of cross-border acquisitions on firms’ productivity in the EU," Working Papers 2022.10, International Network for Economic Research - INFER.
    175. Suarez, Carlos, 2022. "Private management and strategic bidding behavior in electricity markets: Evidence from Colombia," Energy Economics, Elsevier, vol. 111(C).
    176. Yadav, Anil & McHale, John & O'Neill, Stephen, 2023. "How does co-authoring with a star affect scientists' productivity? Evidence from small open economies," Research Policy, Elsevier, vol. 52(1).
    177. Justin Callais & Andrew T. Young, 2022. "Does rigidity matter? Constitutional entrenchment and growth," European Journal of Law and Economics, Springer, vol. 53(1), pages 27-62, February.
    178. Jean-Victor Alipour & Lindlacher Valentin, 2022. "No Surprises, Please: Voting Costs and Electoral Turnout," CESifo Working Paper Series 9759, CESifo.
    179. Chi L. Ta, 2021. "Theoretical and Empirical Evaluation of a Competitive Energy Rebate Program," CESifo Working Paper Series 8948, CESifo.
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  22. Imbens, Guido W., 2018. "Comments On: Understanding and Misunderstanding Randomized Controlled Trails by Cartwright and Deaton," Research Papers 3648, Stanford University, Graduate School of Business.

    Cited by:

    1. Kapur, Devesh, 2020. "Poverty, power and RCTs," World Development, Elsevier, vol. 127(C).
    2. Luc Behaghel & Karen Macours & Julie Subervie, 2019. "How can randomised controlled trials help improve the design of the common agricultural policy?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(3), pages 473-493.
    3. Ralitza Dimova, 2019. "A Debate that Fatigues…: To Randomise or Not to Randomise; What’s the Real Question?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(2), pages 163-168, April.

  23. Dmitry Arkhangelsky & Guido Imbens, 2018. "Fixed Effects and the Generalized Mundlak Estimator," Papers 1807.02099, arXiv.org, revised Aug 2023.

    Cited by:

    1. Nilsen, Øivind A. & Raknerud, Arvid & Iancu, Diana-Cristina, 2020. "Public R&D support and firm performance: A multivariate dose-response analysis," Research Policy, Elsevier, vol. 49(7).
    2. Dalia Ghanem & Pedro H. C. Sant'Anna & Kaspar Wuthrich, 2022. "Selection and parallel trends," Papers 2203.09001, arXiv.org, revised Mar 2024.

  24. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.

    Cited by:

    1. Ivan Fernandez-Val & Hugo Freeman & Martin Weidner, 2020. "Low-rank approximations of nonseparable panel models," CeMMAP working papers CWP52/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls with Staggered Adoption," Papers 1912.03290, arXiv.org, revised Jan 2021.
    3. Rafaty, R. & Dolphin, G. & Pretis, F., 2020. "Carbon pricing and the elasticity of CO2 emissions," Cambridge Working Papers in Economics 20116, Faculty of Economics, University of Cambridge.
    4. Gert Bijnens & Shyngys Karimov & Jozef Konings, 2023. "Does Automatic Wage Indexation Destroy Jobs? A Machine Learning Approach," De Economist, Springer, vol. 171(1), pages 85-117, March.
    5. Peter G. Klein & Robert Wuebker, 2020. "Corporate diversification and innovation: Managerial myopia or inefficient internal capital markets?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(8), pages 1403-1416, December.
    6. Nicolaj N. Mühlbach, 2020. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," CREATES Research Papers 2020-04, Department of Economics and Business Economics, Aarhus University.
    7. Rafaty, Ryan & Dolphin, Geoffroy & Pretis, Felix, 2021. "Carbon Pricing and the Elasticity of CO2 Emissions," RFF Working Paper Series 21-33, Resources for the Future.
    8. Athey, Susan & Imbens, Guido W. & Bayati, Mohsen, 2019. "Optimal Experimental Design for Staggered Rollouts," Research Papers 3837, Stanford University, Graduate School of Business.
    9. Ibtihal Ferwana & Lav R. Varshney, 2022. "Optimal Recovery for Causal Inference," Papers 2208.06729, arXiv.org, revised Dec 2023.
    10. Brantly Callaway & Sonia Karami, 2020. "Treatment Effects in Interactive Fixed Effects Models with a Small Number of Time Periods," Papers 2006.15780, arXiv.org, revised Feb 2022.
    11. Abhijit Mandal & Beste Hamiye Beyaztas & Soutir Bandyopadhyay, 2023. "Robust density power divergence estimates for panel data models," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 75(5), pages 773-798, October.
    12. Yong Cai, 2022. "Linear Regression with Centrality Measures," Papers 2210.10024, arXiv.org.
    13. Dallas Dotter & Duncan Chaplin & Maria Bartlett, "undated". "Impacts of School Reforms in Washington, DC on Student Achievement," Mathematica Policy Research Reports 44e95d7566434a21b8d57f951, Mathematica Policy Research.
    14. Denis Fougère & Nicolas Jacquemet, 2021. "Policy Evaluation Using Causal Inference Methods," Post-Print hal-03098058, HAL.
    15. Ignacio Martinez & Jaume Vives-i-Bastida, 2022. "Bayesian and Frequentist Inference for Synthetic Controls," Papers 2206.01779, arXiv.org, revised Feb 2023.
    16. Ercument Cahan & Jushan Bai & Serena Ng, 2021. "Factor-Based Imputation of Missing Values and Covariances in Panel Data of Large Dimensions," Papers 2103.03045, arXiv.org, revised Feb 2022.
    17. Ziwei Mei & Zhentao Shi & Peter C. B. Phillips, 2022. "The boosted HP filter is more general than you might think," Cowles Foundation Discussion Papers 2348, Cowles Foundation for Research in Economics, Yale University.
    18. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    19. Chernozhukov, Victor & Wüthrich, Kaspar & Zhu, Yinchu, 2021. "An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls," University of California at San Diego, Economics Working Paper Series qt90m9d66s, Department of Economics, UC San Diego.
    20. Zhengge Tu & Jiayang Kong & Renjun Shen, 2022. "Smart City Projects Boost Urban Energy Efficiency in China," Sustainability, MDPI, vol. 14(3), pages 1-16, February.
    21. Keegan Harris & Anish Agarwal & Chara Podimata & Zhiwei Steven Wu, 2022. "Strategyproof Decision-Making in Panel Data Settings and Beyond," Papers 2211.14236, arXiv.org, revised Dec 2023.
    22. Botosaru, Irene & Ferman, Bruno, 2017. "On the Role of Covariates in the Synthetic Control Method," MPRA Paper 80796, University Library of Munich, Germany.
    23. Apoorva Lal & Daniel M Thompson, 2023. "Did Private Election Administration Funding Advantage Democrats in 2020?," Papers 2310.05275, arXiv.org.
    24. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
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    58. Alrababa’H, Ala’ & Marble, William & Mousa, Salma & Siegel, Alexandra A., 2021. "Can Exposure to Celebrities Reduce Prejudice? The Effect of Mohamed Salah on Islamophobic Behaviors and Attitudes," American Political Science Review, Cambridge University Press, vol. 115(4), pages 1111-1128, November.
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    74. Alberto Abadie & Jaume Vives-i-Bastida, 2022. "Synthetic Controls in Action," Papers 2203.06279, arXiv.org.
    75. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
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    79. Cengiz, Doruk & Tekgüç, Hasan, 2022. "Counterfactual Reconciliation: Incorporating Aggregation Constraints For More Accurate Causal Effect Estimates," MPRA Paper 114478, University Library of Munich, Germany.
    80. Qihui Chen, 2022. "A Unified Framework for Estimation of High-dimensional Conditional Factor Models," Papers 2209.00391, arXiv.org.
    81. Katarzyna Bech & Magdalena Smyk & Lucas van der Velde & Joanna Tyrowicz, 2022. "Matching it up: non-standard work and job satisfaction," GRAPE Working Papers 72, GRAPE Group for Research in Applied Economics.
    82. Florian Gunsilius, 2020. "Distributional synthetic controls," Papers 2001.06118, arXiv.org, revised Dec 2021.
    83. Anil Kumar & Che-Yuan Liang, 2018. "Labor Market Effects of Credit Constraints: Evidence from a Natural Experiment," Working Papers 1810, Federal Reserve Bank of Dallas, revised 04 Feb 2023.
    84. Rong J. B. Zhu, 2023. "Synthetic Regressing Control Method," Papers 2306.02584, arXiv.org, revised Oct 2023.
    85. Guido Imbens & Nathan Kallus & Xiaojie Mao, 2021. "Controlling for Unmeasured Confounding in Panel Data Using Minimal Bridge Functions: From Two-Way Fixed Effects to Factor Models," Papers 2108.03849, arXiv.org.
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  25. Maria Dimakopoulou & Zhengyuan Zhou & Susan Athey & Guido Imbens, 2017. "Estimation Considerations in Contextual Bandits," Papers 1711.07077, arXiv.org, revised Dec 2018.

    Cited by:

    1. Caio Waisman & Harikesh S. Nair & Carlos Carrion, 2019. "Online Causal Inference for Advertising in Real-Time Bidding Auctions," Papers 1908.08600, arXiv.org, revised Feb 2024.
    2. Yusuke Narita & Shota Yasui & Kohei Yata, 2020. "Debiased Off-Policy Evaluation for Recommendation Systems," Papers 2002.08536, arXiv.org, revised Aug 2021.

  26. Daniel Benjamin & James Berger & Magnus Johannesson & Brian Nosek & E. Wagenmakers & Richard Berk & Kenneth Bollen & Bjorn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Christopher Chambe, 2017. "Redefine Statistical Significance," Artefactual Field Experiments 00612, The Field Experiments Website.
    • Daniel J. Benjamin & James O. Berger & Magnus Johannesson & Brian A. Nosek & E.-J. Wagenmakers & Richard Berk & Kenneth A. Bollen & Björn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Chr, 2018. "Redefine statistical significance," Nature Human Behaviour, Nature, vol. 2(1), pages 6-10, January.

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    6. Orozco, Valérie & Bontemps, Christophe & Maigné, Elise & Piguet, V. & Hofstetter, A. & Lacroix, Anne & Levert, F. & Rousselle, J.M, 2018. "How To Make A Pie: Reproducible Research for Empirical Economics & Econometrics," TSE Working Papers 18-933, Toulouse School of Economics (TSE).
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    13. van Hugten, Joeri & Coreynen, Wim & Vanderstraeten, Johanna & van Witteloostuijn, Arjen, 2023. "The Dunning-Kruger effect and entrepreneurial self-efficacy: How tenure and search distance jointly direct entrepreneurial self-efficacy," Journal of Business Research, Elsevier, vol. 161(C).
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    21. David Bilén & Anna Dreber & Magnus Johannesson, 2021. "Are women more generous than men? A meta-analysis," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 7(1), pages 1-18, September.
    22. Barrafrem, Kinga & Västfjäll, Daniel & Tinghög, Gustav, 2021. "The arithmetic of outcome editing in financial and social domains," Journal of Economic Psychology, Elsevier, vol. 86(C).
    23. Beau Coker & Cynthia Rudin & Gary King, 2021. "A Theory of Statistical Inference for Ensuring the Robustness of Scientific Results," Management Science, INFORMS, vol. 67(10), pages 6174-6197, October.
    24. Kseniia Zahrai & Ekant Veer & Paul William Ballantine & Huibert Peter de Vries & Girish Prayag, 2022. "Either you control social media or social media controls you: Understanding the impact of self‐control on excessive social media use from the dual‐system perspective," Journal of Consumer Affairs, Wiley Blackwell, vol. 56(2), pages 806-848, June.
    25. Neyse, Levent & Fossen, Frank M. & Johannesson, Magnus & Dreber, Anna, 2023. "Cognitive reflection and 2D:4D: Evidence from a large population sample," Discussion Papers, Research Unit: Market Behavior SP II 2023-201, WZB Berlin Social Science Center.
    26. John K. Kruschke, 2021. "Bayesian Analysis Reporting Guidelines," Nature Human Behaviour, Nature, vol. 5(10), pages 1282-1291, October.
    27. Yannick Hoga, 2022. "Quantifying the data-dredging bias in structural break tests," Statistical Papers, Springer, vol. 63(1), pages 143-155, February.
    28. Sarstedt, Marko & Adler, Susanne J., 2023. "An advanced method to streamline p-hacking," Journal of Business Research, Elsevier, vol. 163(C).
    29. Heggedal, Tom-Reiel & Helland, Leif & Våge Knutsen, Magnus, 2022. "The power of outside options in the presence of obstinate types," Games and Economic Behavior, Elsevier, vol. 136(C), pages 454-468.
    30. Lucio De Capitani & Daniele De Martini, 2021. "Improving reproducibility probability estimation and preserving RP-testing," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(1), pages 49-77, March.
    31. Schwaiger, Rene & Kirchler, Michael & Lindner, Florian & Weitzel, Utz, 2020. "Determinants of investor expectations and satisfaction. A study with financial professionals," Journal of Economic Dynamics and Control, Elsevier, vol. 110(C).
    32. Kelter, Riko, 2022. "Power analysis and type I and type II error rates of Bayesian nonparametric two-sample tests for location-shifts based on the Bayes factor under Cauchy priors," Computational Statistics & Data Analysis, Elsevier, vol. 165(C).
    33. Abel Rodríguez & Bruno Sansó, 2023. "An interview with Luis Raúl Pericchi," International Statistical Review, International Statistical Institute, vol. 91(1), pages 1-17, April.
    34. Williams, Cole Randall, 2019. "How redefining statistical significance can worsen the replication crisis," Economics Letters, Elsevier, vol. 181(C), pages 65-69.
    35. Adler, Susanne Jana & Röseler, Lukas & Schöniger, Martina Katharina, 2023. "A toolbox to evaluate the trustworthiness of published findings," Journal of Business Research, Elsevier, vol. 167(C).
    36. Hensel, Lukas & Witte, Marc & Caria, A. Stefano & Fetzer, Thiemo & Fiorin, Stefano & Götz, Friedrich M. & Gomez, Margarita & Haushofer, Johannes & Ivchenko, Andriy & Kraft-Todd, Gordon & Reutskaja, El, 2022. "Global Behaviors, Perceptions, and the Emergence of Social Norms at the Onset of the COVID-19 Pandemic," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 473-496.
    37. Colin F. Camerer & Anna Dreber & Felix Holzmeister & Teck-Hua Ho & Jürgen Huber & Magnus Johannesson & Michael Kirchler & Gideon Nave & Brian A. Nosek & Thomas Pfeiffer & Adam Altmejd & Nick Buttrick , 2018. "Evaluating the replicability of social science experiments in Nature and Science between 2010 and 2015," Nature Human Behaviour, Nature, vol. 2(9), pages 637-644, September.
    38. Oluleye, Gbemi & Gandiglio, Marta & Santarelli, Massimo & Hawkes, Adam, 2021. "Pathways to commercialisation of biogas fuelled solid oxide fuel cells in European wastewater treatment plants," Applied Energy, Elsevier, vol. 282(PA).
    39. Paul Adams & Benedict Guttman‐Kenney & Lucy Hayes & Stefan Hunt & David Laibson & Neil Stewart, 2022. "Do Nudges Reduce Borrowing and Consumer Confusion in the Credit Card Market?," Economica, London School of Economics and Political Science, vol. 89(S1), pages 178-199, June.
    40. Christoph Huber & Jürgen Huber & Michael Kirchler, 2020. "Market shocks and professionals' investment behavior - Evidence from the COVID-19 crash," Working Papers 2020-11, Faculty of Economics and Statistics, Universität Innsbruck.
    41. Frank M. Fossen & Levent Neyse & Magnus Johannesson & Anna Dreber, 2022. "2D:4D and Self-Employment: A Preregistered Replication Study in a Large General Population Sample," Entrepreneurship Theory and Practice, , vol. 46(1), pages 21-43, January.
    42. Cornelius A. Rietveld & Eric A.W. Slob & A. Roy Thurik, 2021. "A decade of research on the genetics of entrepreneurship: a review and view ahead," Small Business Economics, Springer, vol. 57(3), pages 1303-1317, October.
    43. Wickes, Ron, 2021. "Trade deficits and trade conflict: The United States and Japan," Japan and the World Economy, Elsevier, vol. 60(C).
    44. Ron Berman & Christophe Van den Bulte, 2022. "False Discovery in A/B Testing," Management Science, INFORMS, vol. 68(9), pages 6762-6782, September.
    45. Andrew Y. Chen, 2022. "Do t-Statistic Hurdles Need to be Raised?," Papers 2204.10275, arXiv.org, revised Apr 2024.
    46. Thomas Buser & Rafael Ahlskog & Magnus Johannesson & Philipp Koellinger & Sven Oskarsson, 2021. "Using Genes to Explore the Effects of Cognitive and Non-cognitive Skills on Education and Labor Market Outcomes," Tinbergen Institute Discussion Papers 21-088/I, Tinbergen Institute, revised 29 Mar 2023.
    47. Sadri, Arash, 2022. "The Ultimate Cause of the “Reproducibility Crisis”: Reductionist Statistics," MetaArXiv yxba5, Center for Open Science.
    48. Arnold, Gwen & Farrer, Benjamin & Holahan, Robert, 2018. "How do landowners learn about high-volume hydraulic fracturing? A survey of Eastern Ohio landowners in active or proposed drilling units," Energy Policy, Elsevier, vol. 114(C), pages 455-464.
    49. Gemma T. Wallace & Karen C. Barrett & Kimberly L. Henry & Mark A. Prince & Bradley T. Conner, 2023. "Examining underlying structures of cognitive emotion regulation strategies using exploratory structural equation modeling," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(5), pages 4171-4192, October.
    50. Holzmeister, Felix & Huber, Jürgen & Kirchler, Michael & Schwaiger, Rene, 2022. "Nudging debtors to pay their debt: Two randomized controlled trials," Journal of Economic Behavior & Organization, Elsevier, vol. 198(C), pages 535-551.
    51. Finley, Brian & Kalwij, Adriaan & Kapteyn, Arie, 2022. "Born to be wild: Second-to-fourth digit length ratio and risk preferences," Economics & Human Biology, Elsevier, vol. 47(C).
    52. Aris Spanos, 2022. "Frequentist Model-based Statistical Induction and the Replication Crisis," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 20(1), pages 133-159, September.
    53. Christoph Semken & David Rossell, 2022. "Specification analysis for technology use and teenager well‐being: Statistical validity and a Bayesian proposal," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 71(5), pages 1330-1355, November.
    54. Granberg, Mark & Andersson, Per A. & Ahmed, Ali, 2020. "Hiring Discrimination Against Transgender People: Evidence from a Field Experiment," Labour Economics, Elsevier, vol. 65(C).
    55. Johnstone, David, 2022. "Accounting research and the significance test crisis," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 89(C).
    56. Jim A. C. Everett & Clara Colombatto & Edmond Awad & Paulo Boggio & Björn Bos & William J. Brady & Megha Chawla & Vladimir Chituc & Dongil Chung & Moritz A. Drupp & Srishti Goel & Brit Grosskopf & Fre, 2021. "Moral dilemmas and trust in leaders during a global health crisis," Nature Human Behaviour, Nature, vol. 5(8), pages 1074-1088, August.
    57. Bickel, David R., 2020. "Departing from Bayesian inference toward minimaxity to the extent that the posterior distribution is unreliable," Statistics & Probability Letters, Elsevier, vol. 164(C).
    58. Logg, Jennifer M. & Dorison, Charles A., 2021. "Pre-registration: Weighing costs and benefits for researchers," Organizational Behavior and Human Decision Processes, Elsevier, vol. 167(C), pages 18-27.
    59. Schwaiger, Rene & Hueber, Laura, 2021. "Do MTurkers exhibit myopic loss aversion?," Economics Letters, Elsevier, vol. 209(C).
    60. Buser, Thomas, 2024. "Adversarial Economic Preferences Predict Right-Wing Voting," IZA Discussion Papers 16711, Institute of Labor Economics (IZA).
    61. Baltussen, Guido & Swinkels, Laurens & Van Vliet, Pim, 2021. "Global factor premiums," Journal of Financial Economics, Elsevier, vol. 142(3), pages 1128-1154.
    62. Paul Heaton & Caleb Flint, 2021. "Medicaid coverage expansions and liability insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 88(1), pages 29-51, March.
    63. Elbæk, Christian T. & Lystbæk, Martin Nørhede & Mitkidis, Panagiotis, 2022. "On the psychology of bonuses: The effects of loss aversion and Yerkes-Dodson law on performance in cognitively and mechanically demanding tasks," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
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  27. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2017. "Sampling-based vs. Design-based Uncertainty in Regression Analysis," Papers 1706.01778, arXiv.org, revised Jun 2019.

    Cited by:

    1. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    2. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," NBER Working Papers 24003, National Bureau of Economic Research, Inc.
    3. Ohlrogge, Michael, 2022. "Financial Crises and Legislation," Journal of Financial Crises, Yale Program on Financial Stability (YPFS), vol. 4(3), pages 1-59, April.
    4. Heckman, James J. & Karapakula, Ganesh, 2019. "The Perry Preschoolers at Late Midlife: A Study in Design-Specific Inference," IZA Discussion Papers 12362, Institute of Labor Economics (IZA).
    5. Matthew Ridley & Camille Terrier, 2018. "Fiscal and Education Spillovers from Charter School Expansion," NBER Working Papers 25070, National Bureau of Economic Research, Inc.
    6. Yusuke Narita, 2018. "Experiment-as-Market: Incorporating Welfare into Randomized Controlled Trials," Cowles Foundation Discussion Papers 2127r, Cowles Foundation for Research in Economics, Yale University, revised May 2019.
    7. Michael P. Leung, 2022. "Causal Inference Under Approximate Neighborhood Interference," Econometrica, Econometric Society, vol. 90(1), pages 267-293, January.
    8. Michael Clemens & Satish Chand, 2008. "Human Capital Investment under Exit Options: Evidence from a Natural Quasi-Experiment," Working Papers 152, Center for Global Development, revised Feb 2019.
    9. Yusuke Narita, 2018. "Toward an Ethical Experiment," Cowles Foundation Discussion Papers 2127, Cowles Foundation for Research in Economics, Yale University.
    10. James G. MacKinnon & Matthew D. Webb, 2020. "When and How to Deal with Clustered Errors in Regression Models," Working Paper 1421, Economics Department, Queen's University.

  28. Alberto Abadie & Susan Athey & Guido Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," Papers 1710.02926, arXiv.org, revised Sep 2022.

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    1. Julien Martin & Mathieu Parenti & Farid Toubal, 2020. "Corporate Tax Avoidance and Industry Concentration," Working Papers ECARES 2020-29, ULB -- Universite Libre de Bruxelles.
    2. Molina Fernández, José Miguel & Gonzáles Zuazo, Rodrigo, 2018. "Exposición al comercio internacional e ingresos laborales en Bolivia: evidencia al nivel del trabajador," Revista Latinoamericana de Desarrollo Economico, Carrera de Economía de la Universidad Católica Boliviana (UCB) "San Pablo", issue 31, pages 10-31, May.
    3. Bethencourt, Carlos & Santos-Torres, Daniel, 2023. "Gender-role identity in adolescence and women fertility in adulthood," MPRA Paper 116321, University Library of Munich, Germany.
    4. Derksen, Laura & Muula, Adamson & van Oosterhout, Joep, 2022. "Love in the time of HIV: How beliefs about externalities impact health behavior," Journal of Development Economics, Elsevier, vol. 159(C).
    5. David Boto-García & Veronica Leoni, 2022. "The hedonic value of coastal amenities in peer-to-peer markets," DEA Working Papers 94, Universitat de les Illes Balears, Departament d'Economía Aplicada.
    6. Virtanen, Hanna & Silliman, Mikko & Kuuppelomäki, Tiina & Huttunen, Kristiina, 2024. "Education, Gender, and Family Formation," ETLA Working Papers 116, The Research Institute of the Finnish Economy.
    7. Testa, Patrick A., 2021. "Shocks and the spatial distribution of economic activity: The role of institutions," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 791-810.
    8. Duk Gyoo Kim, 2020. "Clustering Standard Errors at the "Session" Level," CESifo Working Paper Series 8386, CESifo.
    9. Abman, Ryan & Lundberg, Clark & Ruta, Michele, 2022. "The Effectiveness of Environmental Provisions in Regional Trade Agreements," 2022: Transforming Global Value Chains, December 11-13, Clearwater Beach, FL 339471, International Agricultural Trade Research Consortium.
    10. Lim, Sunghun, 2019. "Global Agricultural Value Chains and Structural Transformation," Staff Papers 285103, University of Minnesota, Department of Applied Economics.
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    12. Mikel Bedayo & Gabriel Jiménez & José-Luis Peydró & Raquel Vegas, 2020. "Screening and loan origination time: lending standards, loan defaults and bank failures," Working Papers 2037, Banco de España.
    13. Federico Bugni & Ivan Canay & Azeem Shaikh & Max Tabord-Meehan, 2022. "Inference for Cluster Randomized Experiments with Non-ignorable Cluster Sizes," Papers 2204.08356, arXiv.org, revised Apr 2024.
    14. Shi, Xuezhu, 2022. "The health-wealth nexus for the elderly: Evidence from the booming housing market in China," Labour Economics, Elsevier, vol. 78(C).
    15. Portmann, Marco & Stadelmann, David & Eichenberger, Reiner, 2019. "Incentives dominate selection: Chamber-changing legislators are driven by electoral rules and voter preferences," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203559, Verein für Socialpolitik / German Economic Association.
    16. Daniel Mejía & Ervyn Norza & Santiago Tobón & Martín Vanegas-Arias, 2022. "Broken windows policing and crime: Evidence from 80 Colombian cities," Chapters, in: Paolo Buonanno & Paolo Vanin & Juan Vargas (ed.), A Modern Guide to the Economics of Crime, chapter 4, pages 55-87, Edward Elgar Publishing.
    17. Rodion Skovoroda & Shaun Goldfinch & Karl DeRouen & Trevor Buck, 2019. "The Attraction of FDI to Conflicted States: The Counter-Intuitive Case of US Oil and Gas," Management International Review, Springer, vol. 59(2), pages 229-251, April.
    18. Wei, Yao & Anselmi, Laura & Munford, Luke & Sutton, Matt, 2023. "The impact of devolution on experienced health and well-being," Social Science & Medicine, Elsevier, vol. 333(C).
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    20. Sarah Schneider-Strawczynski & Jérôme Valette, 2024. "Media Coverage of Immigration and the Polarization of Attitudes," Working Papers 2024-01, CEPII research center.
    21. De Weerdt,Joachim & Christiaensen,Luc & Kanbur,Ravi, 2021. "When Distance Drives Destination, Towns Can Stimulate Development," Policy Research Working Paper Series 9622, The World Bank.
    22. Pierre Mérel & Ariel Ortiz-Bobea & Emmanuel Paroissien, 2020. "How Big is the “Lemons” Problem? Historical Evidence from French Wines," Working Papers SMART 20-05, INRAE UMR SMART.
    23. Allais, Olivier & Leroy, Pascal & Mink, Julia, 2020. "Changes in food purchases at retirement in France," Food Policy, Elsevier, vol. 90(C).
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    25. Tamara Bischof & Boris Kaiser, 2019. "Who Cares When You Close Down? The Effects of Primary Care Practice Closures on Patients," Diskussionsschriften dp1907, Universitaet Bern, Departement Volkswirtschaft.
    26. Irsova, Zuzana & Bom, Pedro Ricardo Duarte & Havranek, Tomas & Rachinger, Heiko, 2023. "Spurious Precision in Meta-Analysis," MetaArXiv 3qp2w, Center for Open Science.
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    31. Emile Cammeraat & Egbert Jongen & Pierre Koning, 2022. "Preventing NEETs during the Great Recession: the effects of mandatory activation programs for young welfare recipients," Empirical Economics, Springer, vol. 62(2), pages 749-777, February.
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    34. Auclert, Adrien & Dobbie, Will & Goldsmith-Pinkham, Paul, 2019. "Macroeconomic Effects of Debt Relief: Consumer Bankruptcy Protections in the Great Recession," CEPR Discussion Papers 13598, C.E.P.R. Discussion Papers.
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    37. Brenøe, Anne & Canaan, Serena & Royer, Heather & Harmon, Nikolaj, 2022. "Is Parental Leave Costly for Firms and Coworkers?," VfS Annual Conference 2022 (Basel): Big Data in Economics 264012, Verein für Socialpolitik / German Economic Association.
    38. Chevalier, Arnaud & Isphording, Ingo E. & Lisauskaite, Elena, 2019. "Peer Diversity, College Performance and Educational Choices," IZA Discussion Papers 12202, Institute of Labor Economics (IZA).
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    41. Van Reenen, John & Valero, Anna, 2016. "The Economic Impact of Universities: Evidence from Across the Globe," CEPR Discussion Papers 11462, C.E.P.R. Discussion Papers.
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    43. Wouter Zant, 2018. "Mobile Phones and Mozambique Farmers: Less Asymmetric Information and More Trader Competition?," Tinbergen Institute Discussion Papers 18-055/V, Tinbergen Institute, revised 27 Oct 2019.
    44. Lauren E. Jones & Kevin S. Milligan & Mark Stabile, 2015. "Child Cash Benefits and Family Expenditures: Evidence from the National Child Benefit," NBER Working Papers 21101, National Bureau of Economic Research, Inc.
    45. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    46. Tal Gross & Timothy J. Layton & Daniel Prinz, 2022. "The Liquidity Sensitivity of Healthcare Consumption: Evidence from Social Security Payments," American Economic Review: Insights, American Economic Association, vol. 4(2), pages 175-190, June.
    47. Burlig, Fiona & Preonas, Louis & Woerman, Matt, 2017. "Panel Data and Experimental Design," MetaArXiv d5eud, Center for Open Science.
    48. Soundararajan, Vidhya, 2019. "Heterogeneous effects of imperfectly enforced minimum wages in low-wage labor markets," Journal of Development Economics, Elsevier, vol. 140(C), pages 355-374.
    49. Malmendier, Ulrike M. & Borgschulte, Mark & Guenzel, Marius & Liu, Canyao, 2020. "CEO Stress, Aging, and Death," CEPR Discussion Papers 14933, C.E.P.R. Discussion Papers.
    50. Taylor K. Odle, 2022. "Free to Spend? Institutional Autonomy and Expenditures on Executive Compensation, Faculty Salaries, and Research Activities," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(1), pages 1-32, February.
    51. Cassan, Guilhem & Keniston, Daniel & Kleineberg, Tatjana, 2021. "A Division of Laborers: Identity and Efficiency in India," CAGE Online Working Paper Series 540, Competitive Advantage in the Global Economy (CAGE).
    52. Amrit Amirapu & Irma Clots-Figueras & Bansi Malde & Anirban Mitra & Debayan Pakrashi & Zaki Wahhaj, 2022. "Personalized Information Provision and the Take-Up of Emergency Government Benefits: Experimental Evidence from India," Studies in Economics 2201, School of Economics, University of Kent.
    53. Sebastian Panthöfer, 2022. "Do doctors prescribe antibiotics out of fear of malpractice?," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 19(2), pages 340-381, June.
    54. Chandler, Vincent & Heger, Dörte & Wuckel, Christiane, 2019. "The perils of returning to school: New insights into the seasonality of youth suicides," Ruhr Economic Papers 820, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    55. Rellstab, Sara & Bakx, Pieter & García-Gómez, Pilar & van Doorslaer, Eddy, 2020. "The kids are alright - labour market effects of unexpected parental hospitalisations in the Netherlands," Journal of Health Economics, Elsevier, vol. 69(C).
    56. Timothy J. Bartik & Nathan Sotherland, 2019. "Local Job Multipliers in the United States: Variation with Local Characteristics and with High-Tech Shocks," Upjohn Working Papers 19-301, W.E. Upjohn Institute for Employment Research.
    57. Leschnig, Lisa & Schwerdt, Guido & Zigova, Katarina, 2022. "Central exams and adult skills: Evidence from PIAAC," Economics of Education Review, Elsevier, vol. 90(C).
    58. Jun Honda, 2020. "Career Concerns, Risk-Taking, and Upward Mobility in the Financial Services Industry: Evidence from Top Ranked Financial Advisers," Working Papers 2020-16, Faculty of Economics and Statistics, Universität Innsbruck.
    59. Burlando, Alfredo & Kuhnk, Michael A. & Prina, Silvia, 2023. "Too Fast, Too Furious? Digital Credit Delivery Speed and Repayment Rates," IZA Discussion Papers 16451, Institute of Labor Economics (IZA).
    60. Simone Bertoli & Morgane Laouenan & Jérôme Valette, 2023. "Border Apprehensions and Federal Sentencing of Hispanic Citizens in the United States," Working Papers 2023-02, CEPII research center.
    61. Jean-Charles Bricongne & Samuel Delpeuch & Margarita Lopez-Forero, 2023. "Productivity slowdown and tax havens: Where is measured value creation?," Post-Print hal-04171843, HAL.
    62. Ghimire Keshar M., 2021. "Supply of immigrant entrepreneurs and native entrepreneurship," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 12(1), pages 1-42, January.
    63. Jingshu Luo & Hua Chen & Martin Grace, 2022. "Medicaid expansion, tort reforms, and medical liability costs," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(3), pages 789-821, September.
    64. Gao, Jianfeng & Mills, Bradford F., 2021. "Influence of weather shocks and coping strategies on food consumption: Evidence from rural Niger," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 16(3), September.
    65. Boyd, Chris M. & Bellemare, Marc F., 2021. "Why Not Insure Prices? Experimental Evidence from Peru," 2021 Conference, August 17-31, 2021, Virtual 315337, International Association of Agricultural Economists.
    66. Vu Le Tran & Guillaume Coqueret, 2023. "ESG news spillovers across the value chain," Financial Management, Financial Management Association International, vol. 52(4), pages 677-710, December.
    67. Ann Mitchell & Jimena Macció & Diego Mariño Fages, 2019. "The Effects of Emergency Housing on Wellbeing: Evidence from Argentina’s Informal Settlements," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(3), pages 504-529, July.
    68. Pistolesi Nicolas, 2022. "Enrolling at university and the social influence of peers," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 11(1), pages 1-26, January.
    69. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2019. "Some Causal Effects of an Industrial Policy," American Economic Review, American Economic Association, vol. 109(1), pages 48-85, January.
    70. Victoria Ateca-Amestoy & Javier Gardeazabal & Arantza Ugidos, 2020. "On the response of household expenditure on cinema and performing arts to changes in indirect taxation: a natural experiment in Spain," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(2), pages 213-253, June.
    71. Christopher Prömel, 2022. "Belonging or Estrangement – The European Refugee Crisis and its Effects on Immigrant Identity," SOEPpapers on Multidisciplinary Panel Data Research 1160, DIW Berlin, The German Socio-Economic Panel (SOEP).
    72. Hill, Darryl V. & Hughes, Rodney P. & Lenard, Matthew A. & Liebowitz, David D. & Page, Lindsay C., 2023. "New schools and new classmates: The disruption and peer group effects of school reassignment," Economics of Education Review, Elsevier, vol. 92(C).
    73. Jacqueline Doremus, 2018. "Unintended Impacts from Forest Certification: Evidence from Indigenous Aka Households in Congo," Working Papers 1804, California Polytechnic State University, Department of Economics.
    74. Bäuml, Matthias & Kümpel, Christian, 2020. "Hospital responses to the introduction of reimbursements by treatment intensity in a (presumably lump sum) DRG system," hche Research Papers 22, University of Hamburg, Hamburg Center for Health Economics (hche).
    75. Anna Adamecz-Volgyi & Morag Henderson & Nikki Shure, 2021. "Intergenerational educational mobility – the role of non-cognitive skills," DoQSS Working Papers 21-30, Quantitative Social Science - UCL Social Research Institute, University College London.
    76. Sauermann, Jan & Stenberg, Anders, 2021. "Assessing Selection Bias in Non-experimental Estimates of the Returns to Workplace Training," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242344, Verein für Socialpolitik / German Economic Association.
    77. Asger Lau Andersen & Niels Johannesen & Mia Jørgensen & José-Luis Peydró, 2022. "Monetary Policy and Inequality," CEBI working paper series 22-09, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    78. Jun Honda, 2020. "Gender Gaps and Racial Disparities in Labour Market Penalties for Financial Misconduct," Working Papers 2020-17, Faculty of Economics and Statistics, Universität Innsbruck.
    79. Veronica Leoni & David Boto-Garc a, 2022. "The effect of natural disasters on tourism demand, supply and labour markets: Evidence from La Palma volcano eruption," Working Papers wp1177, Dipartimento Scienze Economiche, Universita' di Bologna.
    80. David Musto & Greg Nini & Krista Schwarz, 2018. "Notes on Bonds: Illiquidity Feedback During the Financial Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 31(8), pages 2983-3018.
    81. Louis‐Pierre Lepage, 2022. "Do age of consent laws decrease teen births?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(3), pages 1431-1459, August.
    82. David Boto-García & Veronica Leoni, 2023. "The Economic Value of Coastal Amenities: Evidence from Beach Capitalization Effects in Peer-to-Peer Markets," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(2), pages 529-557, February.
    83. Francis,David C. & Kubinec ,Robert, 2022. "Beyond Political Connections : A Measurement Model Approach to Estimating Firm-levelPolitical Influence in 41 Economies," Policy Research Working Paper Series 10119, The World Bank.
    84. David Camilo López, 2022. "Duty Drawbacks, Imported Inputs Duties and Exports: Evidence from Firm-Level Data from Colombia," Revista de Economía del Rosario, Universidad del Rosario, vol. 25(2), pages 1-59, December.
    85. Francesco Cordaro & Alain Desdoigts, 2021. "Bounded Rationality, Social Capital and Technology Adoption in Family Farming: Evidence from Cocoa-Tree Crops in Ivory Coast," Post-Print hal-04001260, HAL.
    86. Camille Salesse, 2022. "Inequality in exposure to air pollution in France: bringing pollutant cocktails into the picture," CEE-M Working Papers hal-03882438, CEE-M, Universtiy of Montpellier, CNRS, INRA, Montpellier SupAgro.
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    88. Schlosser, Analia & Shanan, Yannay, 2022. "Fostering Soft Skills in Active Labor Market Programs: Evidence from a Large-Scale RCT," IZA Discussion Papers 15104, Institute of Labor Economics (IZA).
    89. Andrey Simonov & Shawndra Hill, 2021. "Competitive Advertising on Brand Search: Traffic Stealing and Click Quality," Marketing Science, INFORMS, vol. 40(5), pages 923-945, September.
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    647. Tomislav Vukina & Danijel Nestic, 2020. "Paying for animal welfare? A hedonic analysis of egg prices," Agribusiness, John Wiley & Sons, Ltd., vol. 36(4), pages 613-630, October.
    648. Mullally, Conner & Rivas, Mayra & McArthur, Travis, 2019. "Livestock Transfers Can Improve Child Health: Evidence from a Randomized Phase-In Design in Guatemala," SocArXiv c6zg5, Center for Open Science.
    649. Kalil, Ariel & Mayer, Susan E. & Gallegos, Sebastian, 2021. "Using behavioral insights to increase attendance at subsidized preschool programs: The Show Up to Grow Up intervention," Organizational Behavior and Human Decision Processes, Elsevier, vol. 163(C), pages 65-79.
    650. Reynal-Querol, Marta & García-Montalvo, José, 2020. "Gender And Credit Risk: A View From The Loan Officer'S Desk," CEPR Discussion Papers 14500, C.E.P.R. Discussion Papers.
    651. Jean-Charles Bricongne & Samuel Delpeuch & Margarita Lopez Forero, 2021. "Productivity Slowdown, Tax Havens and MNEs’ Intangibles: where is measured value creation?," Documents de recherche 21-01, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
    652. Jan Stede & Marc Blauert & Nils May, 2021. "Way Off: The Effect of Minimum Distance Regulation on the Deployment and Cost of Wind Power," Discussion Papers of DIW Berlin 1989, DIW Berlin, German Institute for Economic Research.
    653. Chris Jeffords & Todd Potts, 2019. "NFL Salary Cap Allocation: Matching Theory with Observed Behavior," Economics Bulletin, AccessEcon, vol. 39(1), pages 270-279.
    654. Michela Giorcelli & Bo Li, 2022. "Technology Transfer and Early Industrial Development: Evidence from the Sino-Soviet Alliance," CESifo Working Paper Series 9552, CESifo.
    655. Montrone, Lorenzo & Steckel, Jan Christoph & Kalkuhl, Matthias, 2022. "The type of power capacity matters for economic development – Evidence from a global panel," Resource and Energy Economics, Elsevier, vol. 69(C).
    656. Abraham, Lisa, 2023. "The gender gap in performance reviews," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 459-492.
    657. Sriya Anbil & Alyssa G. Anderson & Zeynep Senyuz, 2021. "Are Repo Markets Fragile? Evidence from September 2019," Finance and Economics Discussion Series 2021-028, Board of Governors of the Federal Reserve System (U.S.).
    658. Hoffmann, Bridget & Rud, Juan Pablo, 2022. "Exposure or Income? The Unequal Effects of Pollution on Daily Labor Supply," IDB Publications (Working Papers) 11985, Inter-American Development Bank.
    659. Samantha Bielen & Peter Grajzl & Wim Marneffe, 2021. "Blame based on one's name? Extralegal disparities in criminal conviction and sentencing," European Journal of Law and Economics, Springer, vol. 51(3), pages 469-521, June.
    660. Singh, Tejendra Pratap, 2022. "Beyond The Haze: Air Pollution and Student Absenteeism - Evidence from India," OSF Preprints pcva2, Center for Open Science.
    661. Houngbonon,Georges Vivien & Mensah,Justice Tei & Traore,Nouhoum-000531164, 2022. "The Impact of Internet Access on Innovation and Entrepreneurship in Africa," Policy Research Working Paper Series 9945, The World Bank.
    662. Myck, Michał & Oczkowska, Monika, 2022. "Healthier over time? Period effects in health among older Europeans in a step-wise approach to identification," Social Science & Medicine, Elsevier, vol. 297(C).
    663. Alice Dominici and Lisen Arnheim Dahlström, 2023. "Targeting vaccine information framing to recipients’ education: a randomized trial," Economics Working Papers EUI ECO 2023/02, European University Institute.
    664. Artís, Annalí Casanueva & Avetian, Vladimir & Sardoschau, Sulin & Saxena, Kavya, 2022. "Social Media and the Broadening of Social Movements: Evidence from Black Lives Matter," IZA Discussion Papers 15812, Institute of Labor Economics (IZA).
    665. Lewis, Gabriel, 2022. "Heteroskedasticity and Clustered Covariances from a Bayesian Perspective," MPRA Paper 116662, University Library of Munich, Germany.
    666. Roxana Elena Manea; Pedro Naso, 2021. "Heterogeneous Impacts of School Fee Elimination in Tanzania: Gender and Colonial Infrastructure," CIES Research Paper series 64-2020, Centre for International Environmental Studies, The Graduate Institute.
    667. Colombo, Andrea & Tojerow, Ilan, 2020. "Appointed or Elected? How Mayoral Accountability Impacts the Provision of Policing," IZA Discussion Papers 13961, Institute of Labor Economics (IZA).
    668. Mahadevan, Meera & Meeks, Robyn & Yamano, Takashi, 2023. "Reducing information barriers to solar adoption: Experimental evidence from India," Energy Economics, Elsevier, vol. 120(C).
    669. Philippe Aghion, Antonin Bergeaud, Matthieu Lequien, Marc J. Melitz, 2018. "The Impact of Exports on Innovation: Theory and Evidence," Working papers 678, Banque de France.

  29. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," Papers 1702.01250, arXiv.org.

    Cited by:

    1. Christian Hansen & Damian Kozbur & Sanjog Misra, 2016. "Targeted undersmoothing," ECON - Working Papers 282, Department of Economics - University of Zurich, revised Apr 2018.
    2. Isabel Hovdahl, 2019. "On the use of machine learning for causal inference in climate economics," Working Papers No 05/2019, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
    3. Chaohua Dong & Jiti Gao & Oliver Linton, 2018. "High dimensional semiparametric moment restriction models," CeMMAP working papers CWP04/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    4. Sander Gerritsen & Mark Kattenberg & Sonny Kuijpers, 2019. "The impact of age at arrival on education and mental health," CPB Discussion Paper 389, CPB Netherlands Bureau for Economic Policy Analysis.
    5. Chunrong Ai & Oliver Linton & Kaiji Motegi & Zheng Zhang, 2018. "A Unified Framework for Efficient Estimation of General Treatment Models," Papers 1808.04936, arXiv.org, revised Aug 2018.
    6. Marica Valente, 2020. "Policy evaluation of waste pricing programs using heterogeneous causal effect estimation," Papers 2010.01105, arXiv.org, revised Nov 2022.
    7. Mullally, Conner & Chakravarty, Shourish, 2018. "Are Matching Funds for Smallholder Irrigation Money Well Spent?," SocArXiv x5vmz, Center for Open Science.
    8. Bensch, Gunther & Kluve, Jochen & Stöterau, Jonathan, 2021. "The market-based dissemination of energy-access technologies as a business model for rural entrepreneurs: Evidence from Kenya," Resource and Energy Economics, Elsevier, vol. 66(C).
    9. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2019. "A Structural Model of a Multitasking Salesforce: Multidimensional Incentives and Plan Design," Cowles Foundation Discussion Papers 2199R, Cowles Foundation for Research in Economics, Yale University, revised Apr 2021.
    10. Sookyo Jeong & Hongseok Namkoong, 2020. "Assessing External Validity Over Worst-case Subpopulations," Papers 2007.02411, arXiv.org, revised Feb 2022.
    11. Dong, Chaohua & Gao, Jiti & Linton, Oliver, 2023. "High dimensional semiparametric moment restriction models," Journal of Econometrics, Elsevier, vol. 232(2), pages 320-345.
    12. Costanza Naguib, 2023. "Is the Impact of Opening the Borders Heterogeneous?," Diskussionsschriften dp2312, Universitaet Bern, Departement Volkswirtschaft.
    13. Christian Stetter & Philipp Mennig & Johannes Sauer, 2022. "Using Machine Learning to Identify Heterogeneous Impacts of Agri-Environment Schemes in the EU: A Case Study [The impact of agri-environmental schemes on farm performance in five EU member States: ," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(4), pages 723-759.
    14. Melissa Newham & Marica Valente, 2023. "The Cost of Influence:How Gifts to Physicians Shape Prescriptions and Drug Costs," Working Papers 2023-03, Faculty of Economics and Statistics, Universität Innsbruck.
    15. Pedro Forquesato, 2022. "Who Benefits from Political Connections in Brazilian Municipalities," Papers 2204.09450, arXiv.org.
    16. Pamela Giustinelli & Matthew D. Shapiro, 2018. "SeaTE: Subjective ex ante Treatment Effect of Health on Retirement," Working Papers wp382, University of Michigan, Michigan Retirement Research Center.
    17. Josephson, Anna & Michler, Jeffrey D., 2018. "Viewpoint: Beasts of the field? Ethics in agricultural and applied economics," Food Policy, Elsevier, vol. 79(C), pages 1-11.
    18. Soumajyoti Sarkar & Hamidreza Alvari, 2020. "Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org," Papers 2006.12995, arXiv.org.
    19. Bryan T. Kelly & Asaf Manela & Alan Moreira, 2019. "Text Selection," NBER Working Papers 26517, National Bureau of Economic Research, Inc.
    20. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    21. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2018. "Deep Neural Networks for Estimation and Inference," Papers 1809.09953, arXiv.org, revised Sep 2019.
    22. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2022. "A Structural Model of a Multitasking Salesforce: Incentives, Private Information, and Job Design," Management Science, INFORMS, vol. 68(6), pages 4602-4630, June.
    23. Thai T. Pham & Yuanyuan Shen, 2017. "A Deep Causal Inference Approach to Measuring the Effects of Forming Group Loans in Online Non-profit Microfinance Platform," Papers 1706.02795, arXiv.org.

  30. Bryan S. Graham & Guido Imbens & Geert Ridder, 2016. "Identification and efficiency bounds for the average match function under conditionally exogenous matching," CeMMAP working papers CWP10/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.

    Cited by:

    1. Dahlstrand Rudin, Amanda, 2022. "Defying distance? The provision of services in the digital age," LSE Research Online Documents on Economics 118042, London School of Economics and Political Science, LSE Library.
    2. Amanda Dahlstrand, 2022. "Defying distance? The provision of services in the digital age," CEP Discussion Papers dp1889, Centre for Economic Performance, LSE.

  31. Athey, Susan & Imbens, Guido W. & Wager, Stefan, 2016. "Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing," Research Papers 3408, Stanford University, Graduate School of Business.

    Cited by:

    1. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," American Economic Review, American Economic Association, vol. 107(5), pages 278-281, May.
    2. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.
    3. Wang, Xin (Shane) & Ryoo, Jun Hyun (Joseph) & Bendle, Neil & Kopalle, Praveen K., 2021. "The role of machine learning analytics and metrics in retailing research," Journal of Retailing, Elsevier, vol. 97(4), pages 658-675.
    4. Dmitry Arkhangelsky & Guido W. Imbens, 2021. "Double-Robust Identification for Causal Panel Data Models," NBER Working Papers 28364, National Bureau of Economic Research, Inc.
    5. Nikolay Doudchenko & Guido W. Imbens, 2016. "Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis," NBER Working Papers 22791, National Bureau of Economic Research, Inc.
    6. Dmitry Arkhangelsky & Guido Imbens, 2018. "Fixed Effects and the Generalized Mundlak Estimator," Papers 1807.02099, arXiv.org, revised Aug 2023.
    7. Soumajyoti Sarkar & Hamidreza Alvari, 2020. "Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org," Papers 2006.12995, arXiv.org.
    8. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    9. Matthias Huber & Simone Schüller & Marc Stöckli & Klaus Wohlrabe, 2018. "Machine Learning in Economic Research," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 71(07), pages 50-53, April.
    10. Thai T. Pham & Yuanyuan Shen, 2017. "A Deep Causal Inference Approach to Measuring the Effects of Forming Group Loans in Online Non-profit Microfinance Platform," Papers 1706.02795, arXiv.org.

  32. BERTANHA, Marinho & IMBENS, Guido W., 2016. "External Validity in Fuzzy Regression Discontinuity Designs," LIDAM Discussion Papers CORE 2016025, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).

    Cited by:

    1. Hao Bo & Sebastian Galiani, 2019. "Assessing External Validity," NBER Working Papers 26422, National Bureau of Economic Research, Inc.
    2. Thomas Dee & Emily Penner, 2016. "The Causal Effects of Cultural Relevance: Evidence from an Ethnic Studies Curriculum," NBER Working Papers 21865, National Bureau of Economic Research, Inc.
    3. Black, Dan A. & Joo, Joonhwi & LaLonde, Robert & Smith, Jeffrey A. & Taylor, Evan J., 2022. "Simple Tests for Selection: Learning More from Instrumental Variables," Labour Economics, Elsevier, vol. 79(C).
    4. Tarek Azzam & Michael Bates & David Fairris, 2020. "Do Learning Communities Increase First Year College Retention? Testing Sample Selection and External Validity of Randomized Control Trials," Working Papers 202022, University of California at Riverside, Department of Economics, revised Jul 2020.
    5. Colubi, Ana & Ramos-Guajardo, Ana Belén, 2023. "Fuzzy sets and (fuzzy) random sets in Econometrics and Statistics," Econometrics and Statistics, Elsevier, vol. 26(C), pages 84-98.
    6. Karthik Muralidharan & Abhijeet Singh & Alejandro J. Ganimian, 2019. "Disrupting Education? Experimental Evidence on Technology-Aided Instruction in India," American Economic Review, American Economic Association, vol. 109(4), pages 1426-1460, April.
    7. Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2021. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP16/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    8. Matias D. Cattaneo & Luke Keele & Rocío Titiunik & Gonzalo Vazquez-Bare, 2021. "Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1941-1952, October.
    9. Patrick Kline & Christopher R. Walters, 2018. "On Heckits, LATE, and Numerical Equivalence," CESifo Working Paper Series 6994, CESifo.
    10. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    11. Yang He & Otávio Bartalotti, 2020. "Wild bootstrap for fuzzy regression discontinuity designs: obtaining robust bias-corrected confidence intervals [Using Maimonides’ rule to estimate the effect of class size on scholastic achievemen," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 211-231.
    12. Yi Zhang & Eli Ben-Michael & Kosuke Imai, 2022. "Safe Policy Learning under Regression Discontinuity Designs with Multiple Cutoffs," Papers 2208.13323, arXiv.org, revised Jul 2023.
    13. Christopher Jepsen & Peter Mueser & Kenneth Troske, 2017. "Second Chance for High-school Dropouts? A Regression Discontinuity Analysis of Postsecondary Educational Returns to the GED," Open Access publications 10197/9008, School of Economics, University College Dublin.
    14. Denis Fougère & Nicolas Jacquemet, 2021. "Policy Evaluation Using Causal Inference Methods," Post-Print hal-03098058, HAL.
    15. Yiwei Sun, 2023. "Extrapolating Away from the Cutoff in Regression Discontinuity Designs," Papers 2311.18136, arXiv.org.
    16. Amanda E. Kowalski, 2018. "Extrapolation using Selection and Moral Hazard Heterogeneity from within the Oregon Health Insurance Experiment," Cowles Foundation Discussion Papers 2135, Cowles Foundation for Research in Economics, Yale University.
    17. Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
    18. Bertanha, Marinho Angelo & Moreira, Marcelo J., 2017. "Impossible inference in econometrics: theory and applications to regression discontinuity, bunching, and exogeneity tests," FGV EPGE Economics Working Papers (Ensaios Economicos da EPGE) 787, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil).
    19. Alwin Dsouza & Ashok K. Mishra & Scott Webster, 2023. "Vertical coordination and post‐harvest losses: Implications on food loss," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(1), pages 460-486, March.
    20. François Gerard & Miikka Rokkanen & Christoph Rothe, 2020. "Bounds on treatment effects in regression discontinuity designs with a manipulated running variable," Quantitative Economics, Econometric Society, vol. 11(3), pages 839-870, July.
    21. Thomas S. Dee & Hans Henrik Sievertsen, 2015. "The Gift of Time? School Starting Age and Mental Health," NBER Working Papers 21610, National Bureau of Economic Research, Inc.
    22. Amanda E. Kowalski, 2016. "Doing More When You're Running LATE: Applying Marginal Treatment Effect Methods to Examine Treatment Effect Heterogeneity in Experiments," NBER Working Papers 22363, National Bureau of Economic Research, Inc.
    23. Robert Hahn & Robert Metcalfe, 2021. "Efficiency and Equity Impacts of Energy Subsidies," Natural Field Experiments 00724, The Field Experiments Website.
    24. Gabriel Ehrlich & Jeffrey Perry, 2015. "Do Large-Scale Refinancing Programs Reduce Mortgage Defaults? Evidence From a Regression Discontinuity Design: Working Paper 2015-06," Working Papers 50871, Congressional Budget Office.
    25. Villamizar-Villegas, Mauricio & Pinzón-Puerto, Freddy A. & Ruiz-Sánchez, María Alejandra, 2020. "A Comprehensive History of Regression Discontinuity Designs: An Empirical Survey of the last 60 Years," Working papers 38, Red Investigadores de Economía.
    26. Bertanha, Marinho & Moreira, Marcelo J., 2020. "Impossible inference in econometrics: Theory and applications," Journal of Econometrics, Elsevier, vol. 218(2), pages 247-270.
    27. Francesco Ruggieri, 2023. "Dynamic Regression Discontinuity: A Within-Design Approach," Papers 2307.14203, arXiv.org.
    28. Denni Tommasi & Arthur Lewbel & Rossella Calvi, 2017. "LATE with Mismeasured or Misspecified Treatment: An application to Women's Empowerment in India," Working Papers ECARES ECARES 2017-27, ULB -- Universite Libre de Bruxelles.
    29. Tony Beatton & Michael P. Kidd & Anthony Niu & Francis Vella, 2023. "Age of Starting School, Academic Performance, and the Impact of Non‐Compliance: An Experiment within an Experiment, Evidence from Australia," The Economic Record, The Economic Society of Australia, vol. 99(325), pages 175-206, June.
    30. Gerard, François & Rothe, Christoph & Rokkanen, Miikka, 2016. "Bounds on Treatment Effects in Regression Discontinuity Designs under Manipulation of the Running Variable, with an Application," CEPR Discussion Papers 11668, C.E.P.R. Discussion Papers.
    31. Amanda E. Kowalski, 2018. "Behavior within a Clinical Trial and Implications for Mammography Guidelines," NBER Working Papers 25049, National Bureau of Economic Research, Inc.
    32. Meager, Rachael, 2019. "Understanding the average impact of microcredit expansions: a Bayesian hierarchical analysis of seven randomized experiments," LSE Research Online Documents on Economics 88190, London School of Economics and Political Science, LSE Library.
    33. Adam, Antonis & Tsarsitalidou, Sofia, 2022. "The effect of international development association's (IDA) aid on conflict. A fuzzy regression discontinuity approach," European Journal of Political Economy, Elsevier, vol. 74(C).
    34. Johansen, Eva Rye, 2021. "Relative age for grade and adolescent risky health behavior," Journal of Health Economics, Elsevier, vol. 76(C).
    35. Amanda E. Kowalski, 2016. "Doing More When You're Running LATE: Applying Marginal Treatment Effect Methods to Examine Treatment Effect Heterogeneity in Experiments for the Young and Privately Insured"," Cowles Foundation Discussion Papers 2045, Cowles Foundation for Research in Economics, Yale University.
    36. Huber Martin & Wüthrich Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-27, January.
    37. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
    38. Isaiah Andrews & Emily Oster, 2017. "A Simple Approximation for Evaluating External Validity Bias," NBER Working Papers 23826, National Bureau of Economic Research, Inc.
    39. Marinho Bertanha, 2021. "Regression Discontinuity Design with Many Thresholds," Papers 2101.01245, arXiv.org.
    40. Schleicher, Michael & Klonner, Stefan & Sauerborn, Rainer & Sié, Alie & Souares, Aurélia, 2018. "The Demand for Health Insurance in a Poor Economy: Evidence from Burkina Faso," Working Papers 0648, University of Heidelberg, Department of Economics.
    41. Black, Dan A. & Joo, Joonhwi & LaLonde, Robert J. & Smith, Jeffrey A. & Taylor, Evan J., 2015. "Simple Tests for Selection Bias: Learning More from Instrumental Variables," IZA Discussion Papers 9346, Institute of Labor Economics (IZA).
    42. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    43. Simon ter Meulen, 2023. "Long-Term Effects of Grade Retention," CESifo Working Paper Series 10212, CESifo.
    44. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    45. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    46. Kohei Yata, 2021. "Optimal Decision Rules Under Partial Identification," Papers 2111.04926, arXiv.org, revised Aug 2023.
    47. Lucy C. Sorensen & Montserrat Avila‐Acosta & John B. Engberg & Shawn D. Bushway, 2023. "The thin blue line in schools: New evidence on school‐based policing across the U.S," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(4), pages 941-970, September.
    48. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    49. Meager, Rachael, 2022. "Aggregating distributional treatment effects: a Bayesian hierarchical analysis of the microcredit literature," LSE Research Online Documents on Economics 115559, London School of Economics and Political Science, LSE Library.
    50. Hwang, Jisoo & Hwang, Seung-sik & Kim, Hyuncheol Bryant & Lee, Jungmin & Lee, Junseok, 2023. "Risk Compensation after COVID-19 Vaccination," IZA Discussion Papers 16053, Institute of Labor Economics (IZA).
    51. Strazzeri, Maurizio, 2021. "Assessing the Role of Asylum Policies in Refugees' Labor Market Integration: The Case of Protection Statuses in the German Asylum System," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242395, Verein für Socialpolitik / German Economic Association.
    52. Meager, Rachael & Sturdy, Jennifer, 2017. "Aggregating Distributional Treatment Effects: A Bayesian Hierarchical Analysis of the Microcredit Literature," MetaArXiv 7tkvm, Center for Open Science.
    53. Jiafeng Chen, 2021. "Nonparametric Treatment Effect Identification in School Choice," Papers 2112.03872, arXiv.org, revised Oct 2023.
    54. Valentin Verdier, 2020. "Average treatment effects for stayers with correlated random coefficient models of panel data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 917-939, November.
    55. Yu‐Chin Hsu & Shu Shen, 2021. "Testing monotonicity of conditional treatment effects under regression discontinuity designs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(3), pages 346-366, April.

  33. Susan Athey & Raj Chetty & Guido Imbens & Hyunseung Kang, 2016. "Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index," Papers 1603.09326, arXiv.org, revised Apr 2024.

    Cited by:

    1. Jiafeng Chen & David M. Ritzwoller, 2021. "Semiparametric Estimation of Long-Term Treatment Effects," Papers 2107.14405, arXiv.org, revised Aug 2023.
    2. Guido W. Imbens, 2020. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
    3. Keith Battocchi & Eleanor Dillon & Maggie Hei & Greg Lewis & Miruna Oprescu & Vasilis Syrgkanis, 2021. "Estimating the Long-Term Effects of Novel Treatments," Papers 2103.08390, arXiv.org, revised Feb 2022.
    4. John Mullahy, 2018. "Treatment Effects with Multiple Outcomes," NBER Working Papers 25307, National Bureau of Economic Research, Inc.
    5. Carlos Fernández-Loría & Foster Provost, 2022. "Causal Decision Making and Causal Effect Estimation Are Not the Same…and Why It Matters," INFORMS Joural on Data Science, INFORMS, vol. 1(1), pages 4-16, April.
    6. Rahul Singh, 2022. "Generalized Kernel Ridge Regression for Long Term Causal Inference: Treatment Effects, Dose Responses, and Counterfactual Distributions," Papers 2201.05139, arXiv.org.
    7. Isaac Meza & Rahul Singh, 2021. "Nested Nonparametric Instrumental Variable Regression: Long Term, Mediated, and Time Varying Treatment Effects," Papers 2112.14249, arXiv.org, revised Mar 2024.

  34. Nikolay Doudchenko & Guido W. Imbens, 2016. "Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis," NBER Working Papers 22791, National Bureau of Economic Research, Inc.

    Cited by:

    1. Ruthardt, Fabian & Potrafke, Niklas & Wüthrich, Kaspar, 2021. "Protectionism and economic growth: Causal evidence from the first era of globalization," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242425, Verein für Socialpolitik / German Economic Association.
    2. Masahiro Kato & Akari Ohda & Masaaki Imaizumi & Kenichiro McAlinn, 2023. "Synthetic Control Methods by Density Matching under Implicit Endogeneity," Papers 2307.11127, arXiv.org, revised Jul 2023.
    3. Jianfei Cao & Connor Dowd, 2019. "Estimation and Inference for Synthetic Control Methods with Spillover Effects," Papers 1902.07343, arXiv.org, revised Nov 2019.
    4. Dalmazzo, Alberto & de Blasio, Guido & Poy, Samuele, 2018. "Local secessions, homophily, and growth. A model with some evidence from the regions of Abruzzo and Molise (Italy, 1963)," Journal of Economic Behavior & Organization, Elsevier, vol. 151(C), pages 284-306.
    5. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference in Differences," Working Papers wp2019_1907, CEMFI.
    6. Marcos A. Rangel & Jenna Nobles & Amar Hamoudi, 2020. "Brazil’s Missing Infants: Zika Risk Changes Reproductive Behavior," Demography, Springer;Population Association of America (PAA), vol. 57(5), pages 1647-1680, October.
    7. Marion Leroutier, 2019. "Carbon Pricing and Power Sector Decarbonisation: Evidence from the UK," Working Papers 2019.12, FAERE - French Association of Environmental and Resource Economists.
    8. Billy Ferguson & Brad Ross, 2020. "Assessing the Sensitivity of Synthetic Control Treatment Effect Estimates to Misspecification Error," Papers 2012.15367, arXiv.org, revised Feb 2021.
    9. Neugart, Michael & Rode, Johannes, 2019. "Voting after a Major Flood: Is there a Link between Democratic Experience and Retrospective Voting?," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 119282, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    10. Safoura Moeeni, 2022. "The Intergenerational Effects of Economic Sanctions," The World Bank Economic Review, World Bank, vol. 36(2), pages 269-304.
    11. Nicolaj N. Mühlbach, 2020. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," CREATES Research Papers 2020-04, Department of Economics and Business Economics, Aarhus University.
    12. Niklas Potrafke & Kaspar Wüthrich, 2020. "Green Governments," CESifo Working Paper Series 8726, CESifo.
    13. Daniel Albalate & Germà Bel & Ferran A. Mazaira-Font, 2020. "Ensuring Stability, Accuracy and Meaningfulness in Synthetic Control Methods: The Regularized SHAP-Distance Method," IREA Working Papers 202005, University of Barcelona, Research Institute of Applied Economics, revised Apr 2020.
    14. Ferman, Bruno & Pinto, Cristine & Possebom, Vitor, 2017. "Cherry Picking with Synthetic Controls," MPRA Paper 78213, University Library of Munich, Germany.
    15. Carvalho, Carlos & Masini, Ricardo & Medeiros, Marcelo C., 2018. "ArCo: An artificial counterfactual approach for high-dimensional panel time-series data," Journal of Econometrics, Elsevier, vol. 207(2), pages 352-380.
    16. Yi‐Ting Chen, 2020. "A distributional synthetic control method for policy evaluation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(5), pages 505-525, August.
    17. Bidisha Lahiri & Anurag Deb, 2022. "Impact of the Indian “demonetization” policy on its export performance," Empirical Economics, Springer, vol. 62(6), pages 2799-2825, June.
    18. Pan, Shuiyang & Long, Suwan(Cheng) & Wang, Yiming & Xie, Ying, 2023. "Nonlinear asset pricing in Chinese stock market: A deep learning approach," International Review of Financial Analysis, Elsevier, vol. 87(C).
    19. Jiafeng Chen, 2022. "Synthetic Control As Online Linear Regression," Papers 2202.08426, arXiv.org, revised Nov 2022.
    20. Athey, Susan & Imbens, Guido W. & Bayati, Mohsen, 2019. "Optimal Experimental Design for Staggered Rollouts," Research Papers 3837, Stanford University, Graduate School of Business.
    21. Jason Poulos & Shuxi Zeng, 2021. "RNN‐based counterfactual prediction, with an application to homestead policy and public schooling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1124-1139, August.
    22. Giovanni Peri & Vasil Yasenov, 2019. "The Labor Market Effects of a Refugee Wave: Synthetic Control Method Meets the Mariel Boatlift," Journal of Human Resources, University of Wisconsin Press, vol. 54(2), pages 267-309.
    23. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    24. Martin-Shields, Charles P. & Stojetz, Wolfgang, 2019. "Food security and conflict: Empirical challenges and future opportunities for research and policy making on food security and conflict," World Development, Elsevier, vol. 119(C), pages 150-164.
    25. Dallas Dotter & Duncan Chaplin & Maria Bartlett, "undated". "Impacts of School Reforms in Washington, DC on Student Achievement," Mathematica Policy Research Reports 44e95d7566434a21b8d57f951, Mathematica Policy Research.
    26. Ferman, Bruno & Pinto, Cristine Campos de Xavier, 2016. "Revisiting the synthetic control estimator," Textos para discussão 421, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    27. Pantelis Samartsidis & Shaun R. Seaman & Silvia Montagna & André Charlett & Matthew Hickman & Daniela De Angelis, 2020. "A Bayesian multivariate factor analysis model for evaluating an intervention by using observational time series data on multiple outcomes," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1437-1459, October.
    28. Aman Saggu & Lennart Ante, 2023. "The Influence of ChatGPT on Artificial Intelligence Related Crypto Assets: Evidence from a Synthetic Control Analysis," Papers 2305.12739, arXiv.org.
    29. Nishant Yonzan & Laxman Timilsina & Inas Rashad Kelly, 2020. "Economic Incentives Surrounding Fertility: Evidence from Alaska's Permanent Fund Dividend," NBER Working Papers 26712, National Bureau of Economic Research, Inc.
    30. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    31. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    32. Yu, Yang & Jaenicke, Edward C., 2021. "The effect of sell-by dates on purchase volume and food waste," Food Policy, Elsevier, vol. 98(C).
    33. Chernozhukov, Victor & Wüthrich, Kaspar & Zhu, Yinchu, 2021. "An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls," University of California at San Diego, Economics Working Paper Series qt90m9d66s, Department of Economics, UC San Diego.
    34. Clarke, Damian, 2017. "Estimating Difference-in-Differences in the Presence of Spillovers," MPRA Paper 81604, University Library of Munich, Germany.
    35. Damon Jones & Ioana Marinescu, 2018. "The Labor Market Impacts of Universal and Permanent Cash Transfers: Evidence from the Alaska Permanent Fund," NBER Working Papers 24312, National Bureau of Economic Research, Inc.
    36. Rangel, Marcos & Nobles, Jenna & Hamoudi, Amar, 2019. "Brazil's Missing Infants: Zika Risk Changes Reproductive Behavior," SocArXiv fu8bp, Center for Open Science.
    37. Keegan Harris & Anish Agarwal & Chara Podimata & Zhiwei Steven Wu, 2022. "Strategyproof Decision-Making in Panel Data Settings and Beyond," Papers 2211.14236, arXiv.org, revised Dec 2023.
    38. Ferman, Bruno, 2017. "Matching Estimators with Few Treated and Many Control Observations," MPRA Paper 78940, University Library of Munich, Germany.
    39. Zhan Gao & Zhentao Shi, 2018. "Implementing Convex Optimization in R: Two Econometric Examples," Papers 1806.10423, arXiv.org, revised Aug 2019.
    40. Vaidya, Shalvaree, 2021. "The impact of premium subsidies on health plan choices in Switzerland: Who responds to the incentives set by in-kind as opposed to cash transfers?," Health Policy, Elsevier, vol. 125(6), pages 675-684.
    41. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.
    42. Laudati, D. & Pesaran, M. H., 2021. "Identifying the Effects of Sanctions on the Iranian Economy using Newspaper Coverage," Cambridge Working Papers in Economics 2155, Faculty of Economics, University of Cambridge.
    43. Botosaru, Irene & Ferman, Bruno, 2017. "On the Role of Covariates in the Synthetic Control Method," MPRA Paper 80796, University Library of Munich, Germany.
    44. Justin Falk & Nadia Karamcheva, 2018. "Comparing the Effects of Current Pay and Defined Benefit Pensions on Employee Retention: Working Paper 2018-06," Working Papers 54056, Congressional Budget Office.
    45. Alberto Abadie & Jinglong Zhao, 2021. "Synthetic Controls for Experimental Design," Papers 2108.02196, arXiv.org, revised Dec 2023.
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    47. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2022. "Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data," Papers 2207.14481, arXiv.org, revised Oct 2022.
    48. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
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    50. Poulos, Jason & Albanese, Andrea & Mercatanti, Andrea & Li, Fan, 2021. "Retrospective Causal Inference via Matrix Completion, with an Evaluation of the Effect of European Integration on Cross-Border Employment," IZA Discussion Papers 14472, Institute of Labor Economics (IZA).
    51. Abidemi Adisa & Michael Farmer & Jamie Bologna Pavlik, 2023. "The effect of the Mahathir regime on the Malaysian economy," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(1), pages 97-114, January.
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    53. Dasgupta, Kabir & Mason, Brenden J., 2020. "The effect of interest rate caps on bankruptcy: Synthetic control evidence from recent payday lending bans," Journal of Banking & Finance, Elsevier, vol. 119(C).
    54. Kumar, Anil & Liang, Che-Yuan, 2019. "Credit constraints and GDP growth: Evidence from a natural experiment," Economics Letters, Elsevier, vol. 181(C), pages 190-194.
    55. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
    56. Matthew Ridley & Camille Terrier, 2018. "Fiscal and Education Spillovers from Charter School Expansion," NBER Working Papers 25070, National Bureau of Economic Research, Inc.
    57. Becker, Maike & Pfeifer, Gregor & Schweikert, Karsten, 2021. "Price Effects of the Austrian Fuel Price Fixing Act: A Synthetic Control Study," Energy Economics, Elsevier, vol. 97(C).
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    61. Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," NBER Working Papers 25675, National Bureau of Economic Research, Inc.
    62. Batie, Cicely M. & Dennis, Elliott J. & Lubben, Bradley D., 2020. "Do state-level agricultural promotion programs increase agricultural output? The case of the Livestock Friendly County designation program in Nebraska," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304399, Agricultural and Applied Economics Association.
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    64. Esteban Colla-De-Robertis & Rafael Garduño Rivera, 2022. "The Effect of a Free Trade Agreement with the United States on Member Countries’ per capita GDP: A Synthetic Control Analysis," Working Papers 201, Red Nacional de Investigadores en Economía (RedNIE).
    65. Campos Vázquez, Raymundo Miguel & Rodas Milián, James Alexis, 2020. "El efecto faro del salario mínimo en la estructura salarial: evidencias para México," El Trimestre Económico, Fondo de Cultura Económica, vol. 87(345), pages 51-97, enero-mar.
    66. Jason Poulos, 2019. "State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction," Papers 1903.08028, arXiv.org, revised Dec 2023.
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    70. Bruno Ferman, 2021. "On the Properties of the Synthetic Control Estimator with Many Periods and Many Controls," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1764-1772, October.
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    74. Borgschulte, Mark & Vogler, Jacob, 2019. "Did the ACA Medicaid Expansion Save Lives?," IZA Discussion Papers 12552, Institute of Labor Economics (IZA).
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    82. Jinyong Hahn & Ruoyao Shi, 2017. "Synthetic Control and Inference," Econometrics, MDPI, vol. 5(4), pages 1-12, November.
    83. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
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    86. Giovanni Peri & Derek Rury & Justin C. Wiltshire, 2020. "The Economic Impact of Migrants from Hurricane Maria," NBER Working Papers 27718, National Bureau of Economic Research, Inc.
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    88. Achille Nazaret & Claudia Shi & David M. Blei, 2023. "On the Misspecification of Linear Assumptions in Synthetic Control," Papers 2302.12777, arXiv.org.
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    91. Carvalho, Carlos Viana de & Masini, Ricardo Pereira & Medeiros, Marcelo C., 2017. "The perils of counterfactual analysis with integrated processes," Textos para discussão 455, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    92. Yu, Jisang & Ijaz, Arusha, 2023. "Recovering from Natural Disaster through Exports: The Case of 2010 Pakistan Flood and EU Tariff Waiver on Pakistan Textile Exports," 2023 Annual Meeting, July 23-25, Washington D.C. 335710, Agricultural and Applied Economics Association.
    93. Zongwu Cai & Ying Fang & Ming Lin & Zixuan Wu, 2023. "A Quasi Synthetic Control Method for Nonlinear Models With High-Dimensional Covariates," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202305, University of Kansas, Department of Economics, revised Aug 2023.
    94. Giovanni Mellace & Alessandra Pasquini, 2022. "Mediation Analysis Synthetic Control," Temi di discussione (Economic working papers) 1389, Bank of Italy, Economic Research and International Relations Area.
    95. Parast Layla & Hunt Priscillia & Griffin Beth Ann & Powell David, 2020. "When is a Match Sufficient? A Score-based Balance Metric for the Synthetic Control Method," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 209-228, January.
    96. Aaron Adalja & Jūra Liaukonytė & Emily Wang & Xinrong Zhu, 2023. "GMO and Non-GMO Labeling Effects: Evidence from a Quasi-Natural Experiment," Marketing Science, INFORMS, vol. 42(2), pages 233-250, March.
    97. Anish Agarwal & Vasilis Syrgkanis, 2022. "Synthetic Blip Effects: Generalizing Synthetic Controls for the Dynamic Treatment Regime," Papers 2210.11003, arXiv.org.
    98. Davide Viviano & Jelena Bradic, 2021. "Dynamic covariate balancing: estimating treatment effects over time with potential local projections," Papers 2103.01280, arXiv.org, revised Jan 2024.
    99. Ferman, Bruno & Pinto, Cristine, 2017. "Placebo Tests for Synthetic Controls," MPRA Paper 78079, University Library of Munich, Germany.
    100. Wagner, Gary A. & Rork, Jonathan C., 2023. "Does state tax reciprocity affect interstate commuting? Evidence from a natural experiment," Regional Science and Urban Economics, Elsevier, vol. 102(C).
    101. Peter Backus & Thien Nguyen, 2021. "The Effect of the Sex Buyer Law on the Market for Sex, Sexual Health and Sexual Violence," Economics Discussion Paper Series 2106, Economics, The University of Manchester.
    102. Alberto Abadie & Jaume Vives-i-Bastida, 2022. "Synthetic Controls in Action," Papers 2203.06279, arXiv.org.
    103. Kathleen T. Li & Christophe Van den Bulte, 2023. "Augmented Difference-in-Differences," Marketing Science, INFORMS, vol. 42(4), pages 746-767, July.
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    105. Jann Spiess & Guido Imbens & Amar Venugopal, 2023. "Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control," Papers 2305.00700, arXiv.org, revised Oct 2023.
    106. Chiara Natalie Focacci & Mitja Kovac & Rok Spruk, 2022. "The perils of Kremlin's influence: evidence from Ukraine," Papers 2206.04950, arXiv.org.
    107. Ankitha Nandipura Prasanna & Priscila Grecov & Angela Dieyu Weng & Christoph Bergmeir, 2022. "Causal Effect Estimation with Global Probabilistic Forecasting: A Case Study of the Impact of Covid-19 Lockdowns on Energy Demand," Papers 2209.08885, arXiv.org, revised Oct 2022.
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    109. Billy, Alexander & Packard, Michael, 2022. "Crime and the Mariel Boatlift," International Review of Law and Economics, Elsevier, vol. 72(C).
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    112. Justin Wiltshire, 2021. "allsynth: Synthetic control bias-corrections utilities for Stata," 2021 Stata Conference 15, Stata Users Group.
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    124. Claudia Shi & Dhanya Sridhar & Vishal Misra & David M. Blei, 2021. "On the Assumptions of Synthetic Control Methods," Papers 2112.05671, arXiv.org, revised Dec 2021.
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    2. María Hernández de Benito, 2022. "This Is a Man’s World: Crime and Intra-Household Resource Allocation," HiCN Working Papers 372, Households in Conflict Network.
    3. Pranjal Rawat, 2023. "Designing Auctions when Algorithms Learn to Bid: The critical role of Payment Rules," Papers 2306.09437, arXiv.org.
    4. Edeh, Hyacinth & Mavrotas, George, 2018. "Welfare Effect of Urea Deep Placement (UDP) Technology Adoption among Smallholder Rice Farmers in Kwara State, Nigeria – Analysis of a Randomized Control Trial Experiment," 92nd Annual Conference, April 16-18, 2018, Warwick University, Coventry, UK 273493, Agricultural Economics Society.
    5. Tom Coupé & W. Robert Reed & Christian Zimmerman, 2021. "Paving the Road for Replications: Experimental Results from an Online Research Repository," Working Papers in Economics 21/09, University of Canterbury, Department of Economics and Finance.
    6. Rachid Laaja & Karen Macours, 2021. "Measuring Skills in Developing Countries," Journal of Human Resources, University of Wisconsin Press, vol. 56(4), pages 1254-1295.
    7. Bharat Chandar & Ali Hortacsu & John List & Ian Muir & Jeffrey Wooldridge, 2019. "Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings," Natural Field Experiments 00681, The Field Experiments Website.
    8. Anell, Anders & Dietrichson, Jens & Ellegård, Lina Maria & Kjellsson, Gustav, 2021. "Information, switching costs, and consumer choice: Evidence from two randomised field experiments in Swedish primary health care," Journal of Public Economics, Elsevier, vol. 196(C).
    9. Johnsen, Åshild A. & Kvaløy, Ola, 2021. "Conspiracy against the public - An experiment on collusion11“People of the same trade seldom meet together, even for merriment and diversion, but the conversation ends in a conspiracy against the publ," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 94(C).
    10. Garance Genicot & Maria Hernandez de Benito, 2021. "Women's Land Rights and Village Institutions in Tanzania," Working Papers gueconwpa~21-21-21, Georgetown University, Department of Economics.
    11. Rothstein, Jesse & Von Wachter, Till, 2016. "Social Experiments in the Labor Market," Department of Economics, Working Paper Series qt7957p9g6, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    12. Simon Burgess & Robert Metcalfe & Sally Sadoff, 2016. "Understanding the Response to Financial and Non-Financial Incentives in Education: Field Experimental Evidence Using High-Stakes Assessments," Bristol Economics Discussion Papers 16/678, School of Economics, University of Bristol, UK.
    13. Michael Knaus & Michael Lechner & Anthony Strittmatter, 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," Papers 1709.10279, arXiv.org, revised May 2018.
    14. Abhijit Banerjee & Rukmini Banerji & James Berry & Esther Duflo & Harini Kannan & Shobhini Mukerji & Marc Shotland & Michael Walton, 2017. "From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 73-102, Fall.
    15. Masset, Edoardo & García-Hombrados, Jorge & Acharya, Arnab, 2020. "Aiming high and falling low: The SADA-Northern Ghana Millennium Village Project," Journal of Development Economics, Elsevier, vol. 143(C).
    16. Robinson, Carly D. & Gallus, Jana & Lee, Monica G. & Rogers, Todd, 2018. "The Demotivating Effect (and Unintended Message) of Retrospective Awards," Working Paper Series rwp18-020, Harvard University, John F. Kennedy School of Government.
    17. Emma Riley, 2022. "Resisting Social Pressure in the Household Using Mobile Money: Experimental Evidence on Microenterprise Investment in Uganda," CSAE Working Paper Series 2022-04, Centre for the Study of African Economies, University of Oxford.
    18. Weijia Dai & Hyunjin Kim & Michael Luca, 2016. "Which Firms Gain from Digital Advertising? Evidence from a Field Experiment," Harvard Business School Working Papers 17-025, Harvard Business School, revised Jan 2023.
    19. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    20. Abhijit Banerjee & Sylvain Chassang & Sergio Montero & Erik Snowberg, 2017. "A Theory of Experimenters," NBER Working Papers 23867, National Bureau of Economic Research, Inc.
    21. Tom Coupé & W. Robert Reed & Christian Zimmermann, 2021. "Paving the Road for Replications: Experimental Results from an Online Research Bibliography," Working Papers 2021-013, Federal Reserve Bank of St. Louis, revised 24 Feb 2022.
    22. Robinson, Carly D. & Lee, Monica G. & Dearing, Eric & Rogers, Todd, 2017. "Reducing Student Absenteeism in the Early Grades by Targeting Parental Beliefs," Working Paper Series rwp17-011, Harvard University, John F. Kennedy School of Government.
    23. Knowles, Stephen & Servátka, Maroš & Sullivan, Trudy & Genç, Murat, 2017. "Deadlines, Procrastination, and Forgetting in Charitable Tasks: A Field Experiment," MPRA Paper 83694, University Library of Munich, Germany.
    24. Wesley Burnett, J. & Mothorpe, Christopher, 2021. "Human-induced earthquakes, risk salience, and housing values," Resource and Energy Economics, Elsevier, vol. 63(C).

  36. Susan Athey & Guido W. Imbens & Stefan Wager, 2016. "Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions," Papers 1604.07125, arXiv.org, revised Jan 2018.

    Cited by:

    1. Rahul Singh, 2021. "Debiased Kernel Methods," Papers 2102.11076, arXiv.org, revised Mar 2021.
    2. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    3. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference in Differences," Working Papers wp2019_1907, CEMFI.
    4. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    6. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    7. Jason Poulos & Shuxi Zeng, 2021. "RNN‐based counterfactual prediction, with an application to homestead policy and public schooling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1124-1139, August.
    8. Roy Cerqueti & Raffaella Coppier & Alessandro Girardi & Marco Ventura, 2022. "The sooner the better: lives saved by the lockdown during the COVID-19 outbreak. The case of Italy [Using synthetic controls: Feasibility, data requirements, and methodological aspects]," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.
    9. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    10. Jelena Bradic & Stefan Wager & Yinchu Zhu, 2019. "Sparsity Double Robust Inference of Average Treatment Effects," Papers 1905.00744, arXiv.org.
    11. Ghosh Debashis & Cruz Cortés Efrén, 2019. "A Gaussian Process Framework for Overlap and Causal Effect Estimation with High-Dimensional Covariates," Journal of Causal Inference, De Gruyter, vol. 7(2), pages 1-13, September.
    12. Susan Athey & Guido W. Imbens & Jonas Metzger & Evan M. Munro, 2019. "Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations," NBER Working Papers 26566, National Bureau of Economic Research, Inc.
    13. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    14. Vahe Avagyan & Stijn Vansteelandt, 2021. "Stable inverse probability weighting estimation for longitudinal studies," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 48(3), pages 1046-1067, September.
    15. Victor Chernozhukov & Juan Carlos Escanciano & Hidehiko Ichimura & Whitney K. Newey & James M. Robins, 2022. "Locally Robust Semiparametric Estimation," Econometrica, Econometric Society, vol. 90(4), pages 1501-1535, July.
    16. Lenz, Gabriel & Sahn, Alexander, 2017. "Achieving Statistical Significance with Covariates and without Transparency," MetaArXiv s42ba, Center for Open Science.
    17. Martin Cousineau & Vedat Verter & Susan A. Murphy & Joelle Pineau, 2022. "Estimating causal effects with optimization-based methods: A review and empirical comparison," Papers 2203.00097, arXiv.org.
    18. Knaus, Michael C., 2020. "Double Machine Learning based Program Evaluation under Unconfoundedness," Economics Working Paper Series 2004, University of St. Gallen, School of Economics and Political Science.
    19. Guido W. Imbens, 2022. "Causality in Econometrics: Choice vs Chance," Econometrica, Econometric Society, vol. 90(6), pages 2541-2566, November.
    20. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    21. Michael Zimmert, 2018. "The Finite Sample Performance of Treatment Effects Estimators based on the Lasso," Papers 1805.05067, arXiv.org.
    22. Liu, Shouying & Ma, Sen & Yin, Lijuan & Zhu, Jiong, 2023. "Land titling, human capital misallocation, and agricultural productivity in China," Journal of Development Economics, Elsevier, vol. 165(C).
    23. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
    24. Kuanhao Jiang & Rajarshi Mukherjee & Subhabrata Sen & Pragya Sur, 2022. "A New Central Limit Theorem for the Augmented IPW Estimator: Variance Inflation, Cross-Fit Covariance and Beyond," Papers 2205.10198, arXiv.org, revised Oct 2022.
    25. Michael Zimmert, 2018. "Efficient Difference-in-Differences Estimation with High-Dimensional Common Trend Confounding," Papers 1809.01643, arXiv.org, revised Aug 2020.
    26. Furno, Marilena, 2021. "The synthetic control approach: Multivalued treatments at the quantiles," Research in Economics, Elsevier, vol. 75(1), pages 7-20.
    27. Chunrong Ai & Oliver Linton & Kaiji Motegi & Zheng Zhang, 2018. "A Unified Framework for Efficient Estimation of General Treatment Models," Papers 1808.04936, arXiv.org, revised Aug 2018.
    28. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2018. "The Augmented Synthetic Control Method," Papers 1811.04170, arXiv.org, revised Jul 2020.
    29. Michael C. Knaus, 2018. "A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills," Papers 1805.10300, arXiv.org, revised Jan 2019.
    30. Dasom Lee & Shu Yang & Lin Dong & Xiaofei Wang & Donglin Zeng & Jianwen Cai, 2023. "Improving trial generalizability using observational studies," Biometrics, The International Biometric Society, vol. 79(2), pages 1213-1225, June.
    31. Guido Imbens & Stefan Wager, 2019. "Optimized Regression Discontinuity Designs," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 264-278, May.
    32. Rahul Singh & Liyang Sun, 2019. "Double Robustness for Complier Parameters and a Semiparametric Test for Complier Characteristics," Papers 1909.05244, arXiv.org, revised Dec 2022.
    33. Victor Chernozhukov & Whitney Newey & Rahul Singh & Vasilis Syrgkanis, 2020. "Adversarial Estimation of Riesz Representers," Papers 2101.00009, arXiv.org, revised Jan 2024.
    34. Wei Huang & Oliver Linton & Zheng Zhang, 2021. "A Unified Framework for Specification Tests of Continuous Treatment Effect Models," Papers 2102.08063, arXiv.org, revised Sep 2021.
    35. Harold D. Chiang, 2018. "Many Average Partial Effects: with An Application to Text Regression," Papers 1812.09397, arXiv.org, revised Jan 2022.
    36. Dongcheng Zhang & Kunpeng Zhang, 2020. "Weighting-Based Treatment Effect Estimation via Distribution Learning," Papers 2012.13805, arXiv.org, revised May 2023.
    37. Karun Adusumilli & Taisuke Otsu & Chen Qiu, 2020. "Reweighted nonparametric likelihood inference for linear functionals," STICERD - Econometrics Paper Series 614, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    38. Khashayar Khosravi & Greg Lewis & Vasilis Syrgkanis, 2019. "Non-Parametric Inference Adaptive to Intrinsic Dimension," Papers 1901.03719, arXiv.org, revised Jun 2019.
    39. Victor Chernozhukov & Whitney K Newey & Rahul Singh, 2018. "Automatic Debiased Machine Learning of Causal and Structural Effects," Papers 1809.05224, arXiv.org, revised Oct 2022.
    40. Shixiao Zhang & Peisong Han & Changbao Wu, 2023. "Calibration Techniques Encompassing Survey Sampling, Missing Data Analysis and Causal Inference," International Statistical Review, International Statistical Institute, vol. 91(2), pages 165-192, August.
    41. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP54/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    42. Brett R. Gordon & Florian Zettelmeyer & Neha Bhargava & Dan Chapsky, 2019. "A Comparison of Approaches to Advertising Measurement: Evidence from Big Field Experiments at Facebook," Marketing Science, INFORMS, vol. 38(2), pages 193-225, March.
    43. Shengfei Tang & Yanmei Shi & Qi Zhang, 2023. "Bias-Corrected Inference of High-Dimensional Generalized Linear Models," Mathematics, MDPI, vol. 11(4), pages 1-14, February.
    44. Marianne BLÉHAUT & Xavier D'HAULTFOEUILLE & Jérémy L'HOUR & Alexandre B. TSYBAKOV, 2020. "An alternative to synthetic control for models with many covariates under sparsity," Working Papers 2020-17, Center for Research in Economics and Statistics.
    45. Victor Chernozhukov & Whitney K. Newey & Victor Quintas-Martinez & Vasilis Syrgkanis, 2021. "Automatic Debiased Machine Learning via Riesz Regression," Papers 2104.14737, arXiv.org, revised Mar 2024.
    46. M. Chatib Basri & Mayara Felix & Rema Hanna & Benjamin A. Olken, 2019. "Tax Administration vs. Tax Rates: Evidence from Corporate Taxation in Indonesia," NBER Working Papers 26150, National Bureau of Economic Research, Inc.
    47. María de los Angeles Resa & José R. Zubizarreta, 2020. "Direct and stable weight adjustment in non‐experimental studies with multivalued treatments: analysis of the effect of an earthquake on post‐traumatic stress," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1387-1410, October.
    48. D’Amour, Alexander & Ding, Peng & Feller, Avi & Lei, Lihua & Sekhon, Jasjeet, 2021. "Overlap in observational studies with high-dimensional covariates," Journal of Econometrics, Elsevier, vol. 221(2), pages 644-654.
    49. Davide Viviano & Jelena Bradic, 2021. "Dynamic covariate balancing: estimating treatment effects over time with potential local projections," Papers 2103.01280, arXiv.org, revised Jan 2024.
    50. Benjamin Lu & Eli Ben-Michael & Avi Feller & Luke Miratrix, 2023. "Is It Who You Are or Where You Are? Accounting for Compositional Differences in Cross-Site Treatment Effect Variation," Journal of Educational and Behavioral Statistics, , vol. 48(4), pages 420-453, August.
    51. Yuqian Zhang & Weijie Ji & Jelena Bradic, 2021. "Dynamic treatment effects: high-dimensional inference under model misspecification," Papers 2111.06818, arXiv.org, revised Jun 2023.
    52. Johann Pfitzinger, 2021. "An Interpretable Neural Network for Parameter Inference," Papers 2106.05536, arXiv.org.
    53. Su, Miaomiao & Wang, Qihua, 2022. "A convex programming solution based debiased estimator for quantile with missing response and high-dimensional covariables," Computational Statistics & Data Analysis, Elsevier, vol. 168(C).
    54. Rahul Singh, 2020. "Kernel Methods for Unobserved Confounding: Negative Controls, Proxies, and Instruments," Papers 2012.10315, arXiv.org, revised Mar 2023.
    55. Undral Byambadalai, 2022. "Identification and Inference for Welfare Gains without Unconfoundedness," Papers 2207.04314, arXiv.org.
    56. Kaiwen Hou & David Hou & Yang Ouyang & Lulu Zhang & Aster Liu, 2022. "Crises Do Not Cause Lower Short-Term Growth," Papers 2211.04558, arXiv.org, revised Nov 2022.
    57. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2021. "Deep Neural Networks for Estimation and Inference," Econometrica, Econometric Society, vol. 89(1), pages 181-213, January.
    58. Rahul Singh & Liyuan Xu & Arthur Gretton, 2020. "Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves," Papers 2010.04855, arXiv.org, revised Oct 2022.
    59. Joseph Antonelli & Georgia Papadogeorgou & Francesca Dominici, 2022. "Causal inference in high dimensions: A marriage between Bayesian modeling and good frequentist properties," Biometrics, The International Biometric Society, vol. 78(1), pages 100-114, March.
    60. Sviták, Jan & Tichem, Jan & Haasbeek, Stefan, 2021. "Price effects of search advertising restrictions," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    61. Xinwei Ma & Jingshen Wang, 2018. "Robust Inference Using Inverse Probability Weighting," Papers 1810.11397, arXiv.org, revised May 2019.
    62. McNamara, Sarah, 2020. "Returns to higher education and dropouts: A double machine learning approach," ZEW Discussion Papers 20-084, ZEW - Leibniz Centre for European Economic Research.
    63. Phillip Heiler, 2020. "Efficient Covariate Balancing for the Local Average Treatment Effect," Papers 2007.04346, arXiv.org.
    64. Layla Parast & Tianxi Cai & Lu Tian, 2021. "Evaluating multiple surrogate markers with censored data," Biometrics, The International Biometric Society, vol. 77(4), pages 1315-1327, December.
    65. David Bruns-Smith & Oliver Dukes & Avi Feller & Elizabeth L. Ogburn, 2023. "Augmented balancing weights as linear regression," Papers 2304.14545, arXiv.org, revised Aug 2023.
    66. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2020. "Deep Learning for Individual Heterogeneity: An Automatic Inference Framework," Papers 2010.14694, arXiv.org, revised Jul 2021.
    67. Ganesh Karapakula, 2023. "Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap," Papers 2301.05703, arXiv.org, revised Jan 2023.
    68. Martin Wiegand, 2019. "Do early-ending conditional cash transfer programs crowd out school enrollment?," Tinbergen Institute Discussion Papers 19-053/V, Tinbergen Institute.
    69. Xinkun Nie & Guido Imbens & Stefan Wager, 2021. "Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations," Papers 2112.04723, arXiv.org.
    70. Cousineau, Martin & Verter, Vedat & Murphy, Susan A. & Pineau, Joelle, 2023. "Estimating causal effects with optimization-based methods: A review and empirical comparison," European Journal of Operational Research, Elsevier, vol. 304(2), pages 367-380.
    71. Tianxi Cai & T. Tony Cai & Zijian Guo, 2021. "Optimal statistical inference for individualized treatment effects in high‐dimensional models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 83(4), pages 669-719, September.

  37. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.

    Cited by:

    1. Matthew A Cole & Robert J R Elliott & Bowen Liu, 2020. "The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach," Discussion Papers 20-09, Department of Economics, University of Birmingham.
    2. Minghui Fu & Chuanjiang Liu & Yuting Ma & Liukun Wang, 2022. "Does City Public Service Distance Increase Sense of Gain to Public Health Service? Evidence from 1394 Migrant Workers in Six Provinces," IJERPH, MDPI, vol. 19(10), pages 1-20, May.
    3. Masahiro Kato & Akari Ohda & Masaaki Imaizumi & Kenichiro McAlinn, 2023. "Synthetic Control Methods by Density Matching under Implicit Endogeneity," Papers 2307.11127, arXiv.org, revised Jul 2023.
    4. Riccardo Di Francesco, 2022. "Aggregation Trees," CEIS Research Paper 546, Tor Vergata University, CEIS, revised 20 Nov 2023.
    5. Ying Liu & Haoran Zhao & Jieguang Sun & Yahui Tang, 2022. "Digital Inclusive Finance and Family Wealth: Evidence from LightGBM Approach," Sustainability, MDPI, vol. 14(22), pages 1-19, November.
    6. Alice Lépissier & Matto Mildenberger, 2021. "Unilateral climate policies can substantially reduce national carbon pollution," Climatic Change, Springer, vol. 166(3), pages 1-21, June.
    7. Dalmazzo, Alberto & de Blasio, Guido & Poy, Samuele, 2018. "Local secessions, homophily, and growth. A model with some evidence from the regions of Abruzzo and Molise (Italy, 1963)," Journal of Economic Behavior & Organization, Elsevier, vol. 151(C), pages 284-306.
    8. Orhan Erdem & Sukran Erdem & Kelly Monson, 2023. "Children, vaccines, and financial incentives," International Journal of Health Economics and Management, Springer, vol. 23(4), pages 537-552, December.
    9. Angelo Cozzubo & Elard Amaya & Juan Cueto, 2021. "The social costs of crime: the erosion of trust between citizens and public institutions," Economics of Governance, Springer, vol. 22(2), pages 93-117, June.
    10. Lechner, Michael, 2019. "Modified Causal Forests for Estimating Heterogeneous Causal Effects," CEPR Discussion Papers 13430, C.E.P.R. Discussion Papers.
    11. Böckerman, Petri & Haapanen, Mika & Jepsen, Christopher, 2019. "Back to school: Labor-market returns to higher vocational schooling," Labour Economics, Elsevier, vol. 61(C).
    12. Wei Chen & Zaiyan Wei & Karen Xie, 2022. "The Battle for Homes: How Does Home Sharing Disrupt Local Residential Markets?," Management Science, INFORMS, vol. 68(12), pages 8589-8612, December.
    13. Longo, Luigi & Riccaboni, Massimo & Rungi, Armando, 2022. "A neural network ensemble approach for GDP forecasting," Journal of Economic Dynamics and Control, Elsevier, vol. 134(C).
    14. Candelon, Bertrand & Hasse, Jean-Baptiste, 2023. "Testing for causality between climate policies and carbon emissions reduction," Finance Research Letters, Elsevier, vol. 55(PA).
    15. Dueñas, Marco & Ortiz, Víctor & Riccaboni, Massimo & Serti, Francesco, 2021. "Assessing the Impact of COVID-19 on Trade: a Machine Learning Counterfactual Analysis," Working papers 79, Red Investigadores de Economía.
    16. Yusuke Narita & Kohei Yata, 2021. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Cowles Foundation Discussion Papers 2283, Cowles Foundation for Research in Economics, Yale University.
    17. Best, Rohan & Burke, Paul J., 2020. "Energy mix persistence and the effect of carbon pricing," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(3), July.
    18. Merz, Joachim, 2022. "Are Retirees More Satisfied? Anticipation and Adaptation Effects: A Causal Panel Analysis of German Statutory Insured and Civil Service Pensioners," IZA Discussion Papers 15140, Institute of Labor Economics (IZA).
    19. Jiafeng Chen & David M. Ritzwoller, 2021. "Semiparametric Estimation of Long-Term Treatment Effects," Papers 2107.14405, arXiv.org, revised Aug 2023.
    20. Federica Licari & Alessandra Mattei, 2020. "Assessing causal effects of extra compulsory learning on college students’ academic performances," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1595-1614, October.
    21. Echevarría, Cruz A. & Hasancebi, Serhat & García-Enríquez, Javier, 2022. "Economic Effects of Macao’s Integration with Mainland China: A Causal Inference Study," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 37(2), pages 179-215.
    22. Delprato, Marcos & Frola, Alessia & Antequera, Germán, 2022. "Indigenous and non-Indigenous proficiency gaps for out-of-school and in-school populations: A machine learning approach," International Journal of Educational Development, Elsevier, vol. 93(C).
    23. Arno Parolini & Wei Wu Tan & Aron Shlonsky, 2019. "Decision-based models of the implementation of interventions in systems of healthcare: Implementation outcomes and intervention effectiveness in complex service environments," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-17, October.
    24. Ferman, Bruno & Pinto, Cristine & Possebom, Vitor, 2017. "Cherry Picking with Synthetic Controls," MPRA Paper 78213, University Library of Munich, Germany.
    25. Mazzocchi, Mario & Capacci, Sara & Biondi, Beatrice, 2022. "Causal inference on the impact of nutrition policies using observational data," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(1), April.
    26. Thomas Barnebeck Andersen, 2023. "The Cost of a Currency Peg during the Great Recession," Open Economies Review, Springer, vol. 34(2), pages 255-279, April.
    27. Carvalho, Carlos & Masini, Ricardo & Medeiros, Marcelo C., 2018. "ArCo: An artificial counterfactual approach for high-dimensional panel time-series data," Journal of Econometrics, Elsevier, vol. 207(2), pages 352-380.
    28. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    29. Carlos Fernández-Loría & Foster Provost & Jesse Anderton & Benjamin Carterette & Praveen Chandar, 2023. "A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation," Information Systems Research, INFORMS, vol. 34(2), pages 786-803, June.
    30. Eliason, Paul & Lutz, Byron, 2018. "Can fiscal rules constrain the size of government? An analysis of the “crown jewel” of tax and expenditure limitations," Journal of Public Economics, Elsevier, vol. 166(C), pages 115-144.
    31. Zhang, Qian & Cheng, Baodong & Diao, Gang & Tao, Chenlu & Wang, Can, 2023. "Does China's natural forest logging ban affect the stability of the timber import trade network?," Forest Policy and Economics, Elsevier, vol. 152(C).
    32. Yi‐Ting Chen, 2020. "A distributional synthetic control method for policy evaluation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(5), pages 505-525, August.
    33. Masahiro Shoji & Yoko Takafuji & Tetsuya Harada, 2020. "Formal education and disaster response of children: evidence from coastal villages in Indonesia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(2), pages 2183-2205, September.
    34. Sarah Cattan & Daniel A. Kamhöfer & Martin Karlsson & Therese Nilsson, 2017. "The short- and long-term effects of student absence: evidence from Sweden," IFS Working Papers W17/21, Institute for Fiscal Studies.
    35. Manuel Funke & Moritz Schularick & Christoph Trebesch, 2023. "Populist Leaders and the Economy," American Economic Review, American Economic Association, vol. 113(12), pages 3249-3288, December.
    36. Brian W. Sloboda, 2023. "The Effect: An Introduction to Research Design and Causality, Nick Huntington‐Klein, Chapman & Hall/CRC, 2022, xiv +v620 pages, $39.95, paperback. ISBN: 9781032125787," International Statistical Review, International Statistical Institute, vol. 91(2), pages 343-345, August.
    37. Daniel Aparicio-Pérez & Maria Teresa Balaguer-Coll & Emili Tortosa-Ausina, 2021. "Politics against Economics: The Case of Spanish Regional Financing," Working Papers 2021/15, Economics Department, Universitat Jaume I, Castellón (Spain).
    38. Rösner, Anja & Haucap, Justus & Heimeshoff, Ulrich, 2020. "The impact of consumer protection in the digital age: Evidence from the European Union," DICE Discussion Papers 330, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    39. Walter D'Lima & Timothy Komarek & Luis A. Lopez, 2023. "Risk perception in housing markets: Evidence from a fighter jet crash," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(4), pages 819-854, July.
    40. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
    41. Breunig, Christoph & Grabova, Iuliia & Haan, Peter & Weinhardt, Felix & Weizsäcker, Georg, 2019. "Long-run Expectations of Households," Rationality and Competition Discussion Paper Series 218, CRC TRR 190 Rationality and Competition.
    42. Cappelli, Federica & Caravaggio, Nicola & Vaquero-Piñeiro, Cristina, 2022. "Buen Vivir and forest conservation in Bolivia: False promises or effective change?," Forest Policy and Economics, Elsevier, vol. 137(C).
    43. Roy Cerqueti & Raffaella Coppier & Alessandro Girardi & Marco Ventura, 2022. "The sooner the better: lives saved by the lockdown during the COVID-19 outbreak. The case of Italy [Using synthetic controls: Feasibility, data requirements, and methodological aspects]," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.
    44. Shankar, Bhavani & Poole, Nigel & Bird, Frances A., 2019. "Agricultural inputs and nutrition in South Asia," Food Policy, Elsevier, vol. 82(C), pages 28-38.
    45. Ibtihal Ferwana & Lav R. Varshney, 2022. "Optimal Recovery for Causal Inference," Papers 2208.06729, arXiv.org, revised Dec 2023.
    46. Yu-Kai Huang & Richard T. Woodward, 2022. "Spillover Effects of Grocery Bag Legislation: Evidence of Bag Bans and Bag Fees," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(4), pages 711-741, April.
    47. Christian Aleman & Christopher Busch & Alexander Ludwig & Raul Santaeulalia-Llopis, 2022. "A Stage-Based Identification of Policy Effects," PIER Working Paper Archive 22-026, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
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    314. Nadine McCloud & Ajornie Taylor, 2022. "Does inflation targeting matter for international trade? A synthetic control analysis," Empirical Economics, Springer, vol. 63(5), pages 2427-2478, November.
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    316. Simon Blöthner & Mario Larch, 2022. "Economic determinants of regional trade agreements revisited using machine learning," Empirical Economics, Springer, vol. 63(4), pages 1771-1807, October.
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    318. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
    319. Matthew A. Masten & Alexandre Poirier & Linqi Zhang, 2020. "Assessing Sensitivity to Unconfoundedness: Estimation and Inference," Papers 2012.15716, arXiv.org.
    320. Md Saiful Islam & Md Sarowar Morshed & Gary J Young & Md Noor-E-Alam, 2019. "Robust policy evaluation from large-scale observational studies," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-19, October.
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    324. Ganserer, Angelika & Gregory, Terry & Zierahn, Ulrich, 2022. "Minimum Wages and the Rise in Solo Self-Employment," IZA Discussion Papers 15283, Institute of Labor Economics (IZA).
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    327. Christopher J. Chen & Nitish Jain & S. Alex Yang, 2023. "The Impact of Trade Credit Provision on Retail Inventory: An Empirical Investigation Using Synthetic Controls," Management Science, INFORMS, vol. 69(8), pages 4591-4608, August.
    328. Hideki Shimada & Kenji Asano & Yu Nagai & Akito Ozawa, 2022. "Assessing the Impact of Offshore Wind Power Deployment on Fishery: A Synthetic Control Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(3), pages 791-829, November.
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    333. Henry Aray & David Vera, 2023. "A Tale of Oil Production Collapse," ThE Papers 23/10, Department of Economic Theory and Economic History of the University of Granada..
    334. Tianyuan Luo & Genti Kostandini, 2022. "Stringent immigration enforcement and responses of the immigrant‐intensive sector: Evidence from E‐Verify adoption in Arizona," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(4), pages 1411-1434, August.
    335. Nandana Sengupta & Fallaw Sowell, 2019. "The Ridge Path Estimator for Linear Instrumental Variables," Papers 1908.09237, arXiv.org.
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    339. Kaul, Ashok & Klößner, Stefan & Pfeifer, Gregor & Schieler, Manuel, 2015. "Synthetic Control Methods: Never Use All Pre-Intervention Outcomes Together With Covariates," MPRA Paper 83790, University Library of Munich, Germany.
    340. Malo, Pekka & Eskelinen, Juha & Zhou, Xun & Kuosmanen, Timo, 2020. "Computing Synthetic Controls Using Bilevel Optimization," MPRA Paper 104085, University Library of Munich, Germany.
    341. Pedro Henrique Melo Albuquerque & Yaohao Peng & João Pedro Fontoura da Silva, 2022. "Making the whole greater than the sum of its parts: A literature review of ensemble methods for financial time series forecasting," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(8), pages 1701-1724, December.
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    344. Bonacini, Luca, 2020. "Unequal effects of the economic cycle on human capital investment. Evidence from Italian panel data," GLO Discussion Paper Series 733, Global Labor Organization (GLO).
    345. Dugoua, Eugenie, 2023. "Induced innovation and international environmental agreements: evidence from the Ozone Regime," LSE Research Online Documents on Economics 120482, London School of Economics and Political Science, LSE Library.
    346. Rongbo Zhang & Changbiao Zhong, 2022. "Can the Adjustment and Renovation Policies of Old Industrial Cities Reduce Urban Carbon Emissions?—Empirical Analysis Based on Quasi-Natural Experiments," IJERPH, MDPI, vol. 19(11), pages 1-22, May.
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    348. D’Inverno, Giovanna & Vidoli, Francesco & De Witte, Kristof, 2023. "Sustainable budgeting and financial balance: Which lever will you pull?," European Journal of Operational Research, Elsevier, vol. 309(2), pages 857-871.
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    350. Massenz, Gabriella, 2023. "On the behavioral effects of tax policy," Other publications TiSEM eb44a9f7-b859-480d-b2e4-4, Tilburg University, School of Economics and Management.
    351. Mulherin, J. Harold & Netter, Jeffry M. & Poulsen, Annette B., 2018. "Observations on research and publishing from nineteen years as editors of the Journal of Corporate Finance," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 120-124.
    352. Bäuml, Matthias & Dette, Tilman & Pollmann, Michael, 2022. "Price and income effects of hospital reimbursements," Journal of Health Economics, Elsevier, vol. 81(C).
    353. Hanna Hottenrott & Robert Richstein, 2019. "Start-up Subsidies: Does the Policy Instrument Matter?," SPRU Working Paper Series 2019-23, SPRU - Science Policy Research Unit, University of Sussex Business School.
    354. John Charles Bradbury, 2022. "The impact of sports stadiums on localized commercial activity: Evidence from a Business Improvement District," Journal of Regional Science, Wiley Blackwell, vol. 62(1), pages 194-217, January.
    355. Tomasz Serwach, 2023. "The European Union and within‐country income inequalities. The case of the new member states," The World Economy, Wiley Blackwell, vol. 46(7), pages 1890-1939, July.
    356. Daniel Albalate & Germà Bel & Ferran A. Mazaira-Font, 2021. "Decoupling synthetic control methods to ensure stability, accuracy and meaningfulness," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 12(4), pages 549-584, December.
    357. Gill-Wiehl, Annelise & Brown, Timothy & Smith, Kirk, 2022. "The need to prioritize consumption: A difference-in-differences approach to analyze the total effect of India's below-the-poverty-line policies on LPG use," Energy Policy, Elsevier, vol. 164(C).
    358. Oscar Engelbrektson, 2021. "Why Synthetic Control estimators are biased and what to do about it: Introducing Relaxed and Penalized Synthetic Controls," Papers 2111.10784, arXiv.org.
    359. Fattore, Giovanni & Federici, Carlo & Drummond, Michael & Mazzocchi, Mario & Detzel, Patrick & Hutton, Zsuzsa V & Shankar, Bhavani, 2021. "Economic evaluation of nutrition interventions: Does one size fit all?," Health Policy, Elsevier, vol. 125(9), pages 1238-1246.
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    361. Hagemejer Jan & Michałek Jan J. & Svatko Pavel, 2021. "Economic impact of the EU Eastern enlargement on New Member States revisited: The role of economic institutions," Central European Economic Journal, Sciendo, vol. 8(55), pages 126-143, January.
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    370. Haris Krijestorac & Rajiv Garg & Vijay Mahajan, 2020. "Cross-Platform Spillover Effects in Consumption of Viral Content: A Quasi-Experimental Analysis Using Synthetic Controls," Information Systems Research, INFORMS, vol. 31(2), pages 449-472, June.
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  38. Athey, Susan & Eckles, Dean & Imbens, Guido W., 2015. "Exact P-Values for Network Interference," Research Papers 3287, Stanford University, Graduate School of Business.

    Cited by:

    1. Athey, Susan & Luca, Michael, 2018. "Economists (and Economics) in Tech Companies," Research Papers 3735, Stanford University, Graduate School of Business.
    2. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    3. Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2020. "Peer Effects in Networks: A Survey," Post-Print hal-03072119, HAL.
    4. Kosuke Imai & Zhichao Jiang, 2020. "Identification and sensitivity analysis of contagion effects in randomized placebo‐controlled trials," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1637-1657, October.
    5. Gonzalo Vazquez-Bare, 2017. "Identification and Estimation of Spillover Effects in Randomized Experiments," Papers 1711.02745, arXiv.org, revised Jan 2022.
    6. Ghanem, Dalia & Hirshleifer, Sarojini & Ortiz-Becerra, Karen, 2019. "Testing Attrition Bias in Field Experiments," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 291215, Agricultural and Applied Economics Association.
    7. Davide Viviano, 2020. "Experimental Design under Network Interference," Papers 2003.08421, arXiv.org, revised Jul 2022.
    8. Stefan Wager & Kuang Xu, 2021. "Experimenting in Equilibrium," Management Science, INFORMS, vol. 67(11), pages 6694-6715, November.
    9. Davide Viviano & Jess Rudder, 2020. "Policy design in experiments with unknown interference," Papers 2011.08174, arXiv.org, revised Dec 2023.
    10. Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens, 2021. "Efficient Treatment Effect Estimation in Observational Studies under Heterogeneous Partial Interference," Papers 2107.12420, arXiv.org, revised Jun 2022.
    11. Wooyong Jo & Sarang Sunder & Jeonghye Choi & Minakshi Trivedi, 2020. "Protecting Consumers from Themselves: Assessing Consequences of Usage Restriction Laws on Online Game Usage and Spending," Marketing Science, INFORMS, vol. 39(1), pages 117-133, January.
    12. Luofeng Liao & Yuan Gao & Christian Kroer, 2022. "Statistical Inference for Fisher Market Equilibrium," Papers 2209.15422, arXiv.org.
    13. Fafchamps, Marcel & Caeyers, Bet, 2020. "Exclusion bias and the estimation of peer effects," CEPR Discussion Papers 14386, C.E.P.R. Discussion Papers.
    14. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
    15. Eckles Dean & Karrer Brian & Ugander Johan, 2017. "Design and Analysis of Experiments in Networks: Reducing Bias from Interference," Journal of Causal Inference, De Gruyter, vol. 5(1), pages 1-23, March.
    16. Ariel Boyarsky & Hongseok Namkoong & Jean Pouget-Abadie, 2023. "Modeling Interference Using Experiment Roll-out," Papers 2305.10728, arXiv.org, revised Aug 2023.
    17. C. Tort`u & I. Crimaldi & F. Mealli & L. Forastiere, 2020. "Modelling Network Interference with Multi-valued Treatments: the Causal Effect of Immigration Policy on Crime Rates," Papers 2003.10525, arXiv.org, revised Jun 2020.
    18. Björkegren, Daniel & Karaca, Burak Ceyhun, 2022. "Network adoption subsidies: A digital evaluation of a rural mobile phone program in Rwanda," Journal of Development Economics, Elsevier, vol. 154(C).
    19. Tadao Hoshino & Takahide Yanagi, 2023. "Randomization Test for the Specification of Interference Structure," Papers 2301.05580, arXiv.org, revised Dec 2023.
    20. John McHale & Jason Harold & Jen-Chung Mei & Akhil Sasidharan & Anil Yadav, 2023. "Stars as catalysts: an event-study analysis of the impact of star-scientist recruitment on local research performance in a small open economy," Journal of Economic Geography, Oxford University Press, vol. 23(2), pages 343-369.
    21. Guido W. Imbens, 2021. "Statistical Significance, p-Values, and the Reporting of Uncertainty," Journal of Economic Perspectives, American Economic Association, vol. 35(3), pages 157-174, Summer.
    22. Jason J Jones & Robert M Bond & Eytan Bakshy & Dean Eckles & James H Fowler, 2017. "Social influence and political mobilization: Further evidence from a randomized experiment in the 2012 U.S. presidential election," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-9, April.
    23. Ramesh Johari & Hannah Li & Inessa Liskovich & Gabriel Y. Weintraub, 2022. "Experimental Design in Two-Sided Platforms: An Analysis of Bias," Management Science, INFORMS, vol. 68(10), pages 7069-7089, October.
    24. Vivek F. Farias & Andrew A. Li & Tianyi Peng & Andrew Zheng, 2022. "Markovian Interference in Experiments," Papers 2206.02371, arXiv.org, revised Jun 2022.
    25. Eric Auerbach & Max Tabord-Meehan, 2021. "The Local Approach to Causal Inference under Network Interference," Papers 2105.03810, arXiv.org, revised Jun 2023.
    26. Kitagawa, Toru & Wang, Guanyi, 2023. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," Journal of Econometrics, Elsevier, vol. 232(1), pages 109-131.
    27. Lina Zhang, 2020. "Spillovers of Program Benefits with Missing Network Links," Papers 2009.09614, arXiv.org, revised Apr 2023.
    28. Anish Agarwal & Sarah H. Cen & Devavrat Shah & Christina Lee Yu, 2022. "Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference," Papers 2210.11355, arXiv.org, revised Oct 2023.
    29. Guillermo Cruces & Dario Tortarolo & Gonzalo Vazquez-Bare, 2022. "Design of two-stage experiments with an application to spillovers in tax compliance," IFS Working Papers W22/32, Institute for Fiscal Studies.
    30. Michael P. Leung, 2022. "Causal Inference Under Approximate Neighborhood Interference," Econometrica, Econometric Society, vol. 90(1), pages 267-293, January.
    31. Bryan S. Graham, 2019. "Network Data," Papers 1912.06346, arXiv.org.
    32. Nathan Kallus, 2023. "Treatment Effect Risk: Bounds and Inference," Management Science, INFORMS, vol. 69(8), pages 4579-4590, August.
    33. Iavor Bojinov & David Simchi-Levi & Jinglong Zhao, 2023. "Design and Analysis of Switchback Experiments," Management Science, INFORMS, vol. 69(7), pages 3759-3777, July.
    34. Chabé-Ferret, Sylvain & Reynaud, Arnaud & Tène, Eva, 2021. "Water Quality, Policy Diffusion Effects and Farmers’ Behavior," TSE Working Papers 21-1229, Toulouse School of Economics (TSE).
    35. Stefan Wager & Kuang Xu, 2019. "Experimenting in Equilibrium," Papers 1903.02124, arXiv.org, revised Jun 2020.
    36. Toru Kitagawa & Guanyi Wang, 2021. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," CeMMAP working papers CWP28/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    37. Evan Munro & Stefan Wager & Kuang Xu, 2021. "Treatment Effects in Market Equilibrium," Papers 2109.11647, arXiv.org, revised Jan 2023.
    38. Elizabeth L. Ogburn & Ilya Shpitser & Youjin Lee, 2020. "Causal inference, social networks and chain graphs," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1659-1676, October.
    39. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
    40. Tadao Hoshino & Takahide Yanagi, 2021. "Causal Inference with Noncompliance and Unknown Interference," Papers 2108.07455, arXiv.org, revised Oct 2023.
    41. Silvia Noirjean & Marco Mariani & Alessandra Mattei & Fabrizia Mealli, 2020. "Exploiting network information to disentangle spillover effects in a field experiment on teens' museum attendance," Papers 2011.11023, arXiv.org, revised May 2022.
    42. Sarojini Hirshleifer & Dalia Ghanem & Karen Ortiz-Becerra, 2019. "Testing for Attrition Bias in Field Experiments," Working Papers 201919, University of California at Riverside, Department of Economics, revised Aug 2019.
    43. Susan Athey, 2018. "The Impact of Machine Learning on Economics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 507-547, National Bureau of Economic Research, Inc.
    44. Ramesh Johari & Hannah Li & Inessa Liskovich & Gabriel Weintraub, 2020. "Experimental Design in Two-Sided Platforms: An Analysis of Bias," Papers 2002.05670, arXiv.org, revised Sep 2021.
    45. Zhao, Anqi & Ding, Peng, 2021. "Covariate-adjusted Fisher randomization tests for the average treatment effect," Journal of Econometrics, Elsevier, vol. 225(2), pages 278-294.
    46. Vasiliki Koutra & Steven G. Gilmour & Ben M. Parker & Andrew Mead, 2023. "Design of Agricultural Field Experiments Accounting for both Complex Blocking Structures and Network Effects," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 28(3), pages 526-548, September.
    47. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    48. Luofeng Liao & Christian Kroer, 2023. "Statistical Inference and A/B Testing for First-Price Pacing Equilibria," Papers 2301.02276, arXiv.org, revised Jun 2023.
    49. Hannah Li & Geng Zhao & Ramesh Johari & Gabriel Y. Weintraub, 2021. "Interference, Bias, and Variance in Two-Sided Marketplace Experimentation: Guidance for Platforms," Papers 2104.12222, arXiv.org.
    50. David Holtz & Ruben Lobel & Inessa Liskovich & Sinan Aral, 2020. "Reducing Interference Bias in Online Marketplace Pricing Experiments," Papers 2004.12489, arXiv.org.
    51. Toru Kitagawa & Guanyi Wang, 2020. "Who Should Get Vaccinated? Individualized Allocation of Vaccines Over SIR Network," Papers 2012.04055, arXiv.org, revised Jul 2021.
    52. Julius Owusu, 2023. "Randomization Inference of Heterogeneous Treatment Effects under Network Interference," Papers 2308.00202, arXiv.org, revised Jan 2024.
    53. Arun Advani & Bansi Malde, 2018. "Methods to identify linear network models: a review," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 154(1), pages 1-16, December.
    54. Toru Kitagawa & Guanyi Wang, 2020. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," CeMMAP working papers CWP59/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    55. Michael P. Leung, 2020. "Treatment and Spillover Effects Under Network Interference," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 368-380, May.
    56. Bryan S. Graham, 2019. "Network Data," CeMMAP working papers CWP71/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    57. Fredrik Savje, 2021. "Causal inference with misspecified exposure mappings: separating definitions and assumptions," Papers 2103.06471, arXiv.org, revised Mar 2023.
    58. Xiaokang Luo & Tirthankar Dasgupta & Minge Xie & Regina Y. Liu, 2021. "Leveraging the Fisher randomization test using confidence distributions: Inference, combination and fusion learning," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 83(4), pages 777-797, September.
    59. Michael P. Leung & Pantelis Loupos, 2022. "Graph Neural Networks for Causal Inference Under Network Confounding," Papers 2211.07823, arXiv.org, revised Mar 2024.
    60. Giulio Grossi & Marco Mariani & Alessandra Mattei & Patrizia Lattarulo & Ozge Oner, 2020. "Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach," Papers 2004.05027, arXiv.org, revised Nov 2023.

  39. Athey, Susan & Imbens, Guido W., 2015. "Machine Learning for Estimating Heterogeneous Causal Effects," Research Papers 3350, Stanford University, Graduate School of Business.

    Cited by:

    1. Stefan Wager, 2016. "Comments on: A random forest guided tour," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(2), pages 261-263, June.
    2. Han, Xuehui & Wei, Shang-Jin, 2017. "Re-examining the middle-income trap hypothesis (MITH): What to reject and what to revive?," Journal of International Money and Finance, Elsevier, vol. 73(PA), pages 41-61.
    3. Fafchamps, Marcel & Labonne, Julien, 2017. "Using Split Samples to Improve Inference on Causal Effects," Political Analysis, Cambridge University Press, vol. 25(4), pages 465-482, October.
    4. Aaron Chalfin & Benjamin Hansen & Jason Lerner & Lucie Parker, 2019. "Reducing Crime Through Environmental Design: Evidence from a Randomized Experiment of Street Lighting in New York City," NBER Working Papers 25798, National Bureau of Economic Research, Inc.
    5. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    6. Haupt, Johannes & Lessmann, Stefan, 2020. "Targeting Cutsomers Under Response-Dependent Costs," IRTG 1792 Discussion Papers 2020-005, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    7. W. Bentley MacLeod, 2017. "Viewpoint: The human capital approach to inference," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(1), pages 5-39, February.
    8. 'Agoston Reguly, 2021. "Heterogeneous Treatment Effects in Regression Discontinuity Designs," Papers 2106.11640, arXiv.org, revised Oct 2021.
    9. Simon Burgess & Robert Metcalfe & Sally Sadoff, 2016. "Understanding the Response to Financial and Non-Financial Incentives in Education: Field Experimental Evidence Using High-Stakes Assessments," Bristol Economics Discussion Papers 16/678, School of Economics, University of Bristol, UK.
    10. Rina Friedberg & Julie Tibshirani & Susan Athey & Stefan Wager, 2018. "Local Linear Forests," Papers 1807.11408, arXiv.org, revised Sep 2020.
    11. Serena Ng, 2017. "Opportunities and Challenges: Lessons from Analyzing Terabytes of Scanner Data," NBER Working Papers 23673, National Bureau of Economic Research, Inc.
    12. Bosker, Maarten, 2022. "City origins," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    13. Sonan Memon, 2021. "Machine Learning for Economists: An Introduction," PIDE Knowledge Brief 2021:33, Pakistan Institute of Development Economics.
    14. Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2021. "A machine learning approach on the relationship among solar and wind energy production, coal consumption, GDP, and CO2 emissions," Renewable Energy, Elsevier, vol. 167(C), pages 99-115.
    15. Marcel Fafchamps & Julien Labonne, 2016. "Using Split Samples to Improve Inference about Causal Effects," NBER Working Papers 21842, National Bureau of Economic Research, Inc.
    16. Sophie van Huellen & Duo Qin, 2016. "Compulsory Schooling and the Returns to Education: A Re-examination," Working Papers 199, Department of Economics, SOAS University of London, UK.
    17. Jinping Hu, 2023. "Customer feature selection from high-dimensional bank direct marketing data for uplift modeling," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(2), pages 160-171, June.
    18. Seungwoo Chin & Matthew E. Kahn & Hyungsik Roger Moon, 2017. "Estimating the Gains from New Rail Transit Investment: A Machine Learning Tree Approach," NBER Working Papers 23326, National Bureau of Economic Research, Inc.
    19. Barzin,Samira & Avner,Paolo & Maruyama Rentschler,Jun Erik & O’Clery,Neave, 2022. "Where Are All the Jobs ? A Machine Learning Approach for High Resolution Urban Employment Prediction inDeveloping Countries," Policy Research Working Paper Series 9979, The World Bank.
    20. Johannes Haupt & Stefan Lessmann, 2020. "Targeting customers under response-dependent costs," Papers 2003.06271, arXiv.org, revised Aug 2021.
    21. Droste, Nils & Becker, Claudia & Ring, Irene & Santos, Rui, 2017. "Decentralization effects in ecological fiscal transfers: The case of Portugal," UFZ Discussion Papers 3/2017, Helmholtz Centre for Environmental Research (UFZ), Division of Social Sciences (ÖKUS).
    22. Raluca M. Ursu, 2018. "The Power of Rankings: Quantifying the Effect of Rankings on Online Consumer Search and Purchase Decisions," Marketing Science, INFORMS, vol. 37(4), pages 530-552, August.
    23. Jonathan M.V. Davis & Sara B. Heller, 2017. "Rethinking the Benefits of Youth Employment Programs: The Heterogeneous Effects of Summer Jobs," NBER Working Papers 23443, National Bureau of Economic Research, Inc.
    24. Majid Bazarbash, 2019. "FinTech in Financial Inclusion: Machine Learning Applications in Assessing Credit Risk," IMF Working Papers 2019/109, International Monetary Fund.
    25. Hunt Allcott & Judd B. Kessler, 2015. "The Welfare Effects of Nudges: A Case Study of Energy Use Social Comparisons," NBER Working Papers 21671, National Bureau of Economic Research, Inc.
    26. Sarah Friedrich & Gerd Antes & Sigrid Behr & Harald Binder & Werner Brannath & Florian Dumpert & Katja Ickstadt & Hans A. Kestler & Johannes Lederer & Heinz Leitgöb & Markus Pauly & Ansgar Steland & A, 2022. "Is there a role for statistics in artificial intelligence?," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 16(4), pages 823-846, December.
    27. Maria Nareklishvili & Nicholas Polson & Vadim Sokolov, 2022. "Feature Selection for Personalized Policy Analysis," Papers 2301.00251, arXiv.org, revised Jul 2023.
    28. Grépin, Karen A. & Habyarimana, James & Jack, William, 2019. "Cash on delivery: Results of a randomized experiment to promote maternal health care in Kenya," Journal of Health Economics, Elsevier, vol. 65(C), pages 15-30.
    29. Enoch Hyunwook Kang & P. R. Kumar, 2023. "Bounded (O(1)) Regret Recommendation Learning via Synthetic Controls Oracle," Papers 2301.12571, arXiv.org, revised Jun 2023.
    30. Andr'es Ram'irez-Hassan & Raquel Vargas-Correa & Gustavo Garc'ia & Daniel Londo~no, 2020. "Optimal selection of the number of control units in kNN algorithm to estimate average treatment effects," Papers 2008.06564, arXiv.org.
    31. Daniel Ershov, 2018. "Competing with Superstars in the Mobile App Market," Working Papers 18-02, NET Institute.
    32. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
    33. Dutt, Satyajit & Radermacher, Jan W., 2023. "Age, wealth, and the MPC in Europe: A supervised machine learning approach," SAFE Working Paper Series 383, Leibniz Institute for Financial Research SAFE.
    34. Chen, Jingnan (Cecilia) & Fonseca, Miguel A. & Grimshaw, Shaun B., 2021. "When a nudge is (not) enough: Experiments on social information and incentives," European Economic Review, Elsevier, vol. 134(C).
    35. Muller, Seán M., 2020. "The implications of a fundamental contradiction in advocating randomized trials for policy," World Development, Elsevier, vol. 127(C).
    36. Florian Gunsilius & Meng Hsuan Hsieh & Myung Jin Lee, 2022. "Tangential Wasserstein Projections," Papers 2207.14727, arXiv.org, revised Aug 2022.
    37. Peysakhovich, Alexander & Naecker, Jeffrey, 2017. "Using methods from machine learning to evaluate behavioral models of choice under risk and ambiguity," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 373-384.
    38. Prithwiraj Choudhury & Ryan T. Allen & Michael G. Endres, 2021. "Machine learning for pattern discovery in management research," Strategic Management Journal, Wiley Blackwell, vol. 42(1), pages 30-57, January.
    39. Rafael P. Greminger, 2022. "Heterogeneous Position Effects and the Power of Rankings," Papers 2210.16408, arXiv.org, revised Dec 2023.
    40. Libo Sun & Guodong Lyu & Yugang Yu & Chung‐Piaw Teo, 2020. "Fulfillment by Amazon versus fulfillment by seller: An interpretable risk‐adjusted fulfillment model," Naval Research Logistics (NRL), John Wiley & Sons, vol. 67(8), pages 627-645, December.
    41. Haifeng Li & Mo Hai & Wenxun Tang, 2022. "Prior Knowledge-Based Causal Inference Algorithms and Their Applications for China COVID-19 Analysis," Mathematics, MDPI, vol. 10(19), pages 1-20, September.
    42. Sam Asher & Denis Nekipelov & Paul Novosad & Stephen P. Ryan, 2016. "Classification Trees for Heterogeneous Moment-Based Models," NBER Working Papers 22976, National Bureau of Economic Research, Inc.

  40. Yang, Shu & Imbens, Guido W. & Cui, Zhanglin & Faries, Douglas E. & Kadziola, Zbigniew, 2015. "Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments," Research Papers 3381, Stanford University, Graduate School of Business.

    Cited by:

    1. Shu Yang & Yunshu Zhang, 2023. "Multiply robust matching estimators of average and quantile treatment effects," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 50(1), pages 235-265, March.
    2. Sokbae (Simon) Lee & Bernard Salanie, 2015. "Identifying effects of multivalued treatments," CeMMAP working papers 72/15, Institute for Fiscal Studies.
    3. Rachel C. Nethery & Yue Yang & Anna J. Brown & Francesca Dominici, 2020. "A causal inference framework for cancer cluster investigations using publicly available data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(3), pages 1253-1272, June.
    4. Caloffi, Annalisa & Freo, Marzia & Ghinoi, Stefano & Mariani, Marco & Rossi, Federica, 2022. "Assessing the effects of a deliberate policy mix: The case of technology and innovation advisory services and innovation vouchers," Research Policy, Elsevier, vol. 51(6).
    5. Ao Yuan & Anqi Yin & Ming T. Tan, 2021. "Enhanced Doubly Robust Procedure for Causal Inference," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 13(3), pages 454-478, December.
    6. Zetterqvist, Johan & Waernbaum, Ingeborg, 2020. "Semi-parametric estimation of multi-valued treatment effects for the treated:estimating equations and sandwich estimators," Working Paper Series 2020:4, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    7. Evan D Peet & Edward N Okeke, 2019. "Utilization and quality: How the quality of care influences demand for obstetric care in Nigeria," PLOS ONE, Public Library of Science, vol. 14(2), pages 1-18, February.
    8. Michael C. Knaus, 2018. "A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills," Papers 1805.10300, arXiv.org, revised Jan 2019.
    9. Hajime Seya & Takahiro Yoshida, 2017. "Propensity score matching for multiple treatment levels: A CODA-based contribution," Papers 1710.08558, arXiv.org.
    10. Yu, Haiyan & Yang, Ching-Chi & Yu, Ping, 2023. "Constrained optimization for stratified treatment rules in reducing hospital readmission rates of diabetic patients," European Journal of Operational Research, Elsevier, vol. 308(3), pages 1355-1364.
    11. Atila Abdulkadiroğlu & Joshua D. Angrist & Yusuke Narita & Parag A. Pathak, 2017. "Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation," Econometrica, Econometric Society, vol. 85, pages 1373-1432, September.
    12. Sokbae Lee & Bernard Salani'e, 2018. "Identifying Effects of Multivalued Treatments," Papers 1805.00057, arXiv.org.
    13. María de los Angeles Resa & José R. Zubizarreta, 2020. "Direct and stable weight adjustment in non‐experimental studies with multivalued treatments: analysis of the effect of an earthquake on post‐traumatic stress," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1387-1410, October.
    14. Issahaku, Gazali & Abdulai, Awudu, 2020. "Household welfare implications of sustainable land management practices among smallholder farmers in Ghana," Land Use Policy, Elsevier, vol. 94(C).
    15. Shu Yang & Jae Kwang Kim, 2020. "Asymptotic theory and inference of predictive mean matching imputation using a superpopulation model framework," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 47(3), pages 839-861, September.
    16. Lee, Ying-Ying, 2018. "Efficient propensity score regression estimators of multivalued treatment effects for the treated," Journal of Econometrics, Elsevier, vol. 204(2), pages 207-222.
    17. Zhang, Xiaoke & Xue, Wu & Wang, Qiyue, 2021. "Covariate balancing functional propensity score for functional treatments in cross-sectional observational studies," Computational Statistics & Data Analysis, Elsevier, vol. 163(C).
    18. Pedro H. C. Sant'Anna & Xiaojun Song, 2020. "Specification tests for generalized propensity scores using double projections," Papers 2003.13803, arXiv.org, revised Apr 2023.
    19. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    20. Ashesh Rambachan & Neil Shephard, 2019. "Econometric analysis of potential outcomes time series: instruments, shocks, linearity and the causal response function," Papers 1903.01637, arXiv.org, revised Feb 2020.
    21. Cei, Leonardo & Stefani, Gianluca & Defrancesco, Edi, 2020. "The role of group-time treatment effect heterogeneity in long standing European agricultural policies. An application to the European geographical indication policy," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 9(1), April.
    22. Siying Guo & Jianxuan Liu & Qiu Wang, 2022. "Effective Learning During COVID-19: Multilevel Covariates Matching and Propensity Score Matching," Annals of Data Science, Springer, vol. 9(5), pages 967-982, October.
    23. Ganesh Karapakula, 2023. "Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap," Papers 2301.05703, arXiv.org, revised Jan 2023.

  41. Susan Athey & Guido Imbens, 2015. "Recursive Partitioning for Heterogeneous Causal Effects," Papers 1504.01132, arXiv.org, revised Dec 2015.

    Cited by:

    1. Chakraborty, Chiranjit & Joseph, Andreas, 2017. "Machine learning at central banks," Bank of England working papers 674, Bank of England.
    2. Vikas Ramachandra, 2018. "Causal Inference for Survival Analysis," Papers 1803.08218, arXiv.org.
    3. Vikas Ramachandra, 2018. "Deep Learning for Causal Inference," Papers 1803.00149, arXiv.org.
    4. Nils Droste & Claudia Becker & Irene Ring & Rui Santos, 2018. "Decentralization Effects in Ecological Fiscal Transfers: A Bayesian Structural Time Series Analysis for Portugal," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 71(4), pages 1027-1051, December.
    5. Daniel Runfola & Ariel BenYishay & Jeffery Tanner & Graeme Buchanan & Jyoteshwar Nagol & Matthias Leu & Seth Goodman & Rachel Trichler & Robert Marty, 2017. "A Top-Down Approach to Estimating Spatially Heterogeneous Impacts of Development Aid on Vegetative Carbon Sequestration," Sustainability, MDPI, vol. 9(3), pages 1-9, March.
    6. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.

  42. Kolesar, Michal & Chetty, Raj & Friedman, John & Glaeser, Edward Ludwig & Imbens, Guido, 2015. "Identification and Inference With Many Invalid Instruments," Scholarly Articles 27769098, Harvard University Department of Economics.

    Cited by:

    1. Matias D. Cattaneo & Michael Jansson & Whitney K. Newey, 2015. "Alternative Asymptotics and the Partially Linear Model with Many Regressors," Papers 1505.08120, arXiv.org.
    2. Kedagni, Desire, 2018. "Identifying Treatment Effects in the Presence of Confounded Types," ISU General Staff Papers 201809110700001056, Iowa State University, Department of Economics.
    3. Joshua D. Angrist & Peter Hull & Parag Pathak & Christopher Walters, 2020. "Simple and Credible Value-Added Estimation Using Centralized School Assignment," Working Papers 2020-186, Becker Friedman Institute for Research In Economics.
    4. Alyssa G. Anderson & Wenxin Du & Bernd Schlusche, 2021. "Arbitrage Capital of Global Banks," Finance and Economics Discussion Series 2021-032, Board of Governors of the Federal Reserve System (U.S.).
    5. Hyunseung Kang & Youjin Lee & T. Tony Cai & Dylan S. Small, 2022. "Two robust tools for inference about causal effects with invalid instruments," Biometrics, The International Biometric Society, vol. 78(1), pages 24-34, March.
    6. Hans (J.L.W.) van Kippersluis & Niels (C.A.) Rietveld, 2017. "Beyond Plausibly Exogenous," Tinbergen Institute Discussion Papers 17-096/V, Tinbergen Institute.
    7. Gyuhyeong Goh & Jisang Yu, 2022. "Causal inference with some invalid instrumental variables: A quasi‐Bayesian approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(6), pages 1432-1451, December.
    8. Caner, Mehmet, 2014. "Near exogeneity and weak identification in generalized empirical likelihood estimators: Many moment asymptotics," Journal of Econometrics, Elsevier, vol. 182(2), pages 247-268.
    9. Windmeijer, F.; Farbmacher, H.; Davies, N.; Davey Smith, G.;, 2017. "On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments," Health, Econometrics and Data Group (HEDG) Working Papers 17/22, HEDG, c/o Department of Economics, University of York.
    10. Nadine Riedel & Martin Simmler, 2021. "Large and influential: Firm size and governments’ corporate tax rate choice," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(2), pages 812-839, May.
    11. Damian Clarke & Benjamín Matta, 2018. "Practical considerations for questionable IVs," Stata Journal, StataCorp LP, vol. 18(3), pages 663-691, September.
    12. Guo, Zijian & Kang, Hyunseung & Cai, T. Tony & Small, Dylan S., 2018. "Testing endogeneity with high dimensional covariates," Journal of Econometrics, Elsevier, vol. 207(1), pages 175-187.
    13. Joseph J. Doyle, Jr. & John A. Graves & Jonathan Gruber & Samuel Kleiner, 2012. "Do High-Cost Hospitals Deliver Better Care? Evidence from Ambulance Referral Patterns," NBER Working Papers 17936, National Bureau of Economic Research, Inc.
    14. Rui Wang, 2023. "Point Identification of LATE with Two Imperfect Instruments," Papers 2303.13795, arXiv.org.
    15. Daniel A. Broxterman & William D. Larson, 2020. "An empirical examination of shift‐share instruments," Journal of Regional Science, Wiley Blackwell, vol. 60(4), pages 677-711, September.
    16. Joshua Angrist, 2013. "The Perils of Peer Effects," NBER Working Papers 19774, National Bureau of Economic Research, Inc.
    17. Nicolas Apfel, 2019. "Relaxing the Exclusion Restriction in Shift-Share Instrumental Variable Estimation," Papers 1907.00222, arXiv.org, revised Jul 2022.
    18. Peter Hull & Michal Koles'ar & Christopher Walters, 2022. "Labour by Design: Contributions of David Card, Joshua Angrist, and Guido Imbens," Papers 2203.16405, arXiv.org.
    19. Bertille Antoine & Prosper Dovonon, 2020. "Robust Estimation with Exponentially Tilted Hellinger Distance," Discussion Papers dp20-02, Department of Economics, Simon Fraser University.
    20. Michal Kolesár & Raj Chetty & John Friedman & Edward Glaeser & Guido W. Imbens, 2015. "Identification and Inference With Many Invalid Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(4), pages 474-484, October.
    21. Marcellino, Massimiliano & Kapetanios, George & Khalaf, Lynda, 2015. "Factor based identification-robust inference in IV regressions," CEPR Discussion Papers 10390, C.E.P.R. Discussion Papers.
    22. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2018. "Quasi-Experimental Shift-Share Research Designs," NBER Working Papers 24997, National Bureau of Economic Research, Inc.
    23. Nicolas Grau & Gonzalo Marivil & Jorge Rivera, 2021. "The effect of pretrial detention on labor market outcomes," Working Papers wp518, University of Chile, Department of Economics.
    24. Daphne Athanasouli & Antoine Goujard, 2013. "Corruption and Management Practices Firm Level Evidence," UCL SSEES Economics and Business working paper series 121, UCL School of Slavonic and East European Studies (SSEES).
    25. Kirill S. Evdokimov & Michal Kolesár, 2018. "Inference in Instrumental Variable Regression Analysis with Heterogeneous Treatment Effects," Working Papers 2018-16, Princeton University. Economics Department..
    26. M. Shahe, Emran & Asadul, Islam & Forhad, Shilpi, 2018. "Distributional Effects of Corruption When Enforcement is Biased: Theory and Evidence from Bribery in Schools in Bangladesh," MPRA Paper 84637, University Library of Munich, Germany.
    27. Jessica M B Rees & Angela M Wood & Frank Dudbridge & Stephen Burgess, 2019. "Robust methods in Mendelian randomization via penalization of heterogeneous causal estimates," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-24, September.
    28. Qingliang Fan & Yaqian Wu, 2020. "Endogenous Treatment Effect Estimation with some Invalid and Irrelevant Instruments," Papers 2006.14998, arXiv.org.
    29. Sophie van Huellen & Duo Qin, 2016. "Compulsory Schooling and the Returns to Education: A Re-examination," Working Papers 199, Department of Economics, SOAS University of London, UK.
    30. Kolesár, Michal, 2018. "Minimum distance approach to inference with many instruments," Journal of Econometrics, Elsevier, vol. 204(1), pages 86-100.
    31. Brigham R. Frandsen & Lars J. Lefgren & Emily C. Leslie, 2019. "Judging Judge Fixed Effects," NBER Working Papers 25528, National Bureau of Economic Research, Inc.
    32. Ben-Moshe, Dan & D’Haultfœuille, Xavier & Lewbel, Arthur, 2017. "Identification of additive and polynomial models of mismeasured regressors without instruments," Journal of Econometrics, Elsevier, vol. 200(2), pages 207-222.
    33. Zanella, Giulio, 2020. "Prison Work and Convict Rehabilitation," IZA Discussion Papers 13446, Institute of Labor Economics (IZA).
    34. Tomás Cortés & Nicolás Grau & Jorge Rivera, 2019. "Juvenile Incarceration and Adult Recidivism," Working Papers wp482, University of Chile, Department of Economics.
    35. Frank Kleibergen & Zhaoguo Zhan, 2021. "Double robust inference for continuous updating GMM," Papers 2105.08345, arXiv.org.
    36. Frank Windmeijer & Xiaoran Liang & Fernando P Hartwig & Jack Bowden, 2019. "The Confidence Interval Method for Selecting Valid Instrumental Variables," Bristol Economics Discussion Papers 19/715, School of Economics, University of Bristol, UK.
    37. Weiming Zhang & Debashis Ghosh, 2021. "A General Approach to Sensitivity Analysis for Mendelian Randomization," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 13(1), pages 34-55, April.
    38. Rieber, Alexander & Schechinger, Steffen, 2019. "Herding Behavior between Rating Agencies," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203580, Verein für Socialpolitik / German Economic Association.
    39. Cameron McIntosh, 2014. "The presence of an error term does not preclude causal inference in regression: a comment on Krause (2012)," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(1), pages 243-250, January.
    40. Anna Aizer & Joseph J. Doyle, Jr., 2013. "Juvenile Incarceration, Human Capital and Future Crime: Evidence from Randomly-Assigned Judges," NBER Working Papers 19102, National Bureau of Economic Research, Inc.
    41. Hollenbeck, Brett, 2018. "Online Reputation Mechanisms and the Decreasing Value of Chain Affliation," MPRA Paper 91573, University Library of Munich, Germany.
    42. Mertens, Matthias & Müller, Steffen & Neuschäffer, Georg, 2022. "Identifying rent-sharing using firms' energy input mix," IWH Discussion Papers 19/2022, Halle Institute for Economic Research (IWH).
    43. Doyle, Joseph J. & Graves, John A. & Gruber, Jonathan, 2017. "Uncovering waste in US healthcare," Journal of Health Economics, Elsevier, vol. 54(C), pages 25-39.
    44. Jason Hartford & Victor Veitch & Dhanya Sridhar & Kevin Leyton-Brown, 2020. "Valid Causal Inference with (Some) Invalid Instruments," Papers 2006.11386, arXiv.org.
    45. Byunghoon Kang, 2018. "Higher Order Approximation of IV Estimators with Invalid Instruments," Working Papers 257105320, Lancaster University Management School, Economics Department.
    46. Yiqi Lin & Frank Windmeijer & Xinyuan Song & Qingliang Fan, 2022. "On the instrumental variable estimation with many weak and invalid instruments," Papers 2207.03035, arXiv.org, revised Dec 2023.
    47. Markussen, Simen & Strøm, Marte, 2015. "The Effects of Motherhood," Memorandum 19/2015, Oslo University, Department of Economics.
    48. Eugenio Levi & Isabelle Sin & Steven Stillman, 2024. "The lasting impact of external shocks on political opinions and populist voting," Economic Inquiry, Western Economic Association International, vol. 62(1), pages 349-374, January.
    49. Huntington-Klein Nick, 2020. "Instruments with Heterogeneous Effects: Bias, Monotonicity, and Localness," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 182-208, January.
    50. Ruoyao Shi & Zhipeng Liao, 2018. "An Averaging GMM Estimator Robust to Misspecification," Working Papers 201803, University of California at Riverside, Department of Economics.

  43. Andrew Gelman & Guido Imbens, 2014. "Why High-order Polynomials Should not be Used in Regression Discontinuity Designs," NBER Working Papers 20405, National Bureau of Economic Research, Inc.

    Cited by:

    1. Leonardo Bonilla Mejía & Iván Higuera Mendieta, 2016. "¿Parques de papel? Áreas protegidas y deforestación en Colombia," Documentos de Trabajo Sobre Economía Regional y Urbana 15206, Banco de la República, Economía Regional.
    2. Picchio, Matteo & Santolini, Raffaella, 2020. "Fiscal rules and budget forecast errors of Italian municipalities," European Journal of Political Economy, Elsevier, vol. 64(C).
    3. Einiö, Elias & Overman, Henry G., 2016. "The (displacement) effects of spatially targeted enterprise initiatives: evidence from UK LEGI," LSE Research Online Documents on Economics 66493, London School of Economics and Political Science, LSE Library.
    4. Carlsson, Magnus & Dahl, Gordon B. & Rooth, Dan-Olof, 2016. "Do Politicians Change Public Attitudes?," IZA Discussion Papers 10349, Institute of Labor Economics (IZA).
    5. Li, Yaoyao & Zhu, Daolin & Zhao, Jiangmeng & Zheng, Xiaodong & Zhang, Lanyue, 2020. "Effect of the housing purchase restriction policy on the Real Estate Market: Evidence from a typical suburb of Beijing, China," Land Use Policy, Elsevier, vol. 94(C).
    6. Giacomo Battiston & Gianmarco Daniele & Marco Le Moglie & Paolo Pinotti, 2022. "Fueling Organized Crime: The Mexican War on Drugs and Oil Thefts," BAFFI CAREFIN Working Papers 22171, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    7. Feng, Andy & Graetz, Georg, 2013. "A question of degree: the effects of degree class on labor market outcomes," LSE Research Online Documents on Economics 51562, London School of Economics and Political Science, LSE Library.
    8. Cahuc, Pierre & Carry, Pauline & Malherbet, Franck & Martins, Pedro S., 2022. "Employment Effects of Restricting Fixed-Term Contracts: Theory and Evidence," IZA Discussion Papers 14999, Institute of Labor Economics (IZA).
    9. Tequamem, Miron & Tirivayi, Nyasha, 2015. "Higher education and fertility: Evidence from a natural experiment in Ethiopia," MERIT Working Papers 2015-019, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    10. Chandan Jain & Shagun Kashyap & Rahul Lahoti & Soham Sahoo, 2022. "Is economic development affected by the leaders' education levels?: Evidence from India," WIDER Working Paper Series wp-2022-68, World Institute for Development Economic Research (UNU-WIDER).
    11. René Böheim & Sarah Gust, 2022. "The Austrian Pay Transparency Law and the Gender Wage Gap," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 23(02), pages 25-28, March.
    12. Rohner, Dominic & Lax-Martinez, Gema & Saia, Alessandro, 2020. "Threat of Taxation, Stagnation and Social Unrest: Evidence from 19th Century Sicily," CEPR Discussion Papers 14981, C.E.P.R. Discussion Papers.
    13. Wuepper, David & Wimmer, Stefan & Sauer, Johannes, 2020. "Is small family farming more environmentally sustainable? Evidence from a spatial regression discontinuity design in Germany," Land Use Policy, Elsevier, vol. 90(C).
    14. Bruce, Raphael & Lima, Rafael Costa, 2019. "Compulsory voting and TV news consumption," Journal of Development Economics, Elsevier, vol. 138(C), pages 165-179.
    15. Zhu, Penghu & Lin, Boqiang, 2022. "Do the elderly consume more energy? Evidence from the retirement policy in urban China," Energy Policy, Elsevier, vol. 165(C).
    16. Coviello, Decio & Guglielmo, Andrea & Spagnolo, Giancarlo, 2016. "The effect of discretion on procurement performance," LSE Research Online Documents on Economics 66445, London School of Economics and Political Science, LSE Library.
    17. Daniel Mejía & Pascual Restrepo & Sandra V. Rozo, 2017. "On the Effects of Enforcement on Illegal Markets: Evidence from a Quasi-Experiment in Colombia," The World Bank Economic Review, World Bank, vol. 31(2), pages 570-594.
    18. Derek Messacar, 2022. "Loss-Averse Tax Manipulation and Tax-Preferred Savings," Cahiers de recherche / Working Papers 8, Institut sur la retraite et l'épargne / Retirement and Savings Institute.
    19. Valencia Caicedo, Felipe & Tur-Prats, Ana, 2020. "The Long Shadow of the Spanish Civil War," CEPR Discussion Papers 15091, C.E.P.R. Discussion Papers.
    20. Moberg, Ylva, 2019. "Speedy responses: Effects of higher benefits on take-up and division of parental leave," Working Paper Series 2019:2, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    21. Gutierrez Emilio & Juárez González Laura & Rubli Adrian, 2015. "The Effect of a Transfer Program for the Elderly in Mexico City on Co-Residing Children's School Enrollment," Working Papers 2015-09, Banco de México.
    22. Dechezleprêtre, Antoine & Einiö, Elias & Martin, Ralf & Nguyen, Kieu-Trang & Van Reenen, John, 2016. "Do tax incentives for research increase firm innovation? An RD Design for RD," Working Papers 73, VATT Institute for Economic Research.
    23. Bettina Chlond & Timo Goeschl & Martin Kesternich, 2022. "More Money or Better Procedures? Evidence from an Energy Efficiency Assistance Program," MAGKS Papers on Economics 202225, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    24. Diogo Britto & Stefano Fiorin, 2016. "Corruption and Legislature Size: Evidence from Brazil," DISCE - Working Papers del Dipartimento di Economia e Finanza def054, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    25. Cavalcanti, T. & Mohaddes, K. & Nian, H. & Yin, H., 2023. "Air Pollution and Firm-Level Human Capital, Knowledge and Innovation," Janeway Institute Working Papers 2301, Faculty of Economics, University of Cambridge.
    26. Jules Gazeaud & Claire Ricard, 2021. "Conditional Cash Transfers and the Learning Crisis : Evidence from Tayssir Scale-up in Morocco," Working Papers hal-03137463, HAL.
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    439. Bijwaard, G.E.; & Jones, A.M.;, 2019. "Education and life-expectancy and how the relationship is mediated through changes in behaviour: a principal stratification approach for hazard rates," Health, Econometrics and Data Group (HEDG) Working Papers 19/05, HEDG, c/o Department of Economics, University of York.
    440. Naven, Matthew & Whalen, Daniel, 2022. "The signaling value of university rankings: Evidence from top 14 law schools," Economics of Education Review, Elsevier, vol. 89(C).
    441. Yingying Dong & Michal Kolesár, 2023. "When can we ignore measurement error in the running variable?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 735-750, August.
    442. Dan Anderberg & Jesper Bagger & V. Bhaskar & Tanya Wilson, 2022. "Marriage market equilibrium with matching on latent ability: Identification using a compulsory schooling expansion," Working Papers 2022_11, Business School - Economics, University of Glasgow.
    443. Matter, Ulrich & Stutzer, Alois, 2016. "The role of party politics in medical malpractice tort reforms," European Journal of Political Economy, Elsevier, vol. 42(C), pages 17-35.
    444. Zakharenko, Roman & Luttmann, Alexander, 2023. "Downsizing the jet: A forecast of economic effects of increased automation in aviation," Transportation Research Part B: Methodological, Elsevier, vol. 170(C), pages 25-47.
    445. Erasmo Giambona & Rafael P. Ribas, 2023. "Unveiling the Price of Obscenity: Evidence From Closing Prostitution Windows in Amsterdam," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(3), pages 677-705, June.
    446. Clark, Damon, 2023. "School quality and the return to schooling in Britain: New evidence from a large-scale compulsory schooling reform," Journal of Public Economics, Elsevier, vol. 223(C).
    447. Albanese, Giuseppe & Carrieri, Vincenzo & Speziali, Maria Maddalena, 2021. "Looking for a Star: Evaluating the Effect of the Cohesion Policy on Regional Well-Being," IZA Discussion Papers 14521, Institute of Labor Economics (IZA).
    448. Lei, Yiyuan & Ozbay, Kaan, 2021. "A robust analysis of the impacts of the stay-at-home policy on taxi and Citi Bike usage: A case study of Manhattan," Transport Policy, Elsevier, vol. 110(C), pages 487-498.
    449. Li, Yunfei & Babazono, Akira & Jamal, Aziz & Liu, Ning & Fujita, Takako & Zhao, Rui & Maeno, Yukari & Su, Ya & Liang, Lifan & Yao, Lan, 2022. "The impact of lifestyle guidance intervention on health outcomes among Japanese middle-aged population with metabolic syndrome: A regression discontinuity study," Social Science & Medicine, Elsevier, vol. 314(C).
    450. Quinn Andrew Wesley Keefer, 2021. "Did the 2011 Change to NFL Rookie Compensation Alter How Sunk Costs Affect Utilization?," Journal of Sports Economics, , vol. 22(4), pages 387-411, May.

  44. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2014. "Finite Population Causal Standard Errors," NBER Working Papers 20325, National Bureau of Economic Research, Inc.

    Cited by:

    1. Victor Chernozhukov & Ivan Fernandez-Val & Martin Weidner, 2020. "Network and Panel Quantile Effects Via Distribution Regression," CeMMAP working papers CWP27/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Dehejia, Rajeev & Pop-Eleches, Cristian & Samii, Cyrus, 2015. "From Local to Global: External Validity in a Fertility Natural Experiment," IZA Discussion Papers 9300, Institute of Labor Economics (IZA).
    3. Olympia Bover & Jose Maria Casado & Sonia Costa & Philip Du Caju & Yvonne McCarthy & Eva Sierminska & Panagiota Tzamourani & Ernesto Villanueva & Tibor Zavadil, 2016. "The Distribution of Debt across Euro-Area Countries: The Role of Individual Characteristics, Institutions, and Credit Conditions," International Journal of Central Banking, International Journal of Central Banking, vol. 12(2), pages 71-128, June.
    4. Ding Peng & Li Xinran & Miratrix Luke W., 2017. "Bridging Finite and Super Population Causal Inference," Journal of Causal Inference, De Gruyter, vol. 5(2), pages 1-8, September.
    5. Bharat Chandar & Ali Hortacsu & John List & Ian Muir & Jeffrey Wooldridge, 2019. "Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings," Natural Field Experiments 00681, The Field Experiments Website.
    6. Almond, Douglas & Sun, Yixin, 2017. "Son-biased sex ratios in 2010 US Census and 2011–2013 US natality data," Social Science & Medicine, Elsevier, vol. 176(C), pages 21-24.
    7. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.
    8. Luis Alvarez & Bruno Ferman, 2020. "Inference in Difference-in-Differences with Few Treated Units and Spatial Correlation," Papers 2006.16997, arXiv.org, revised Apr 2023.
    9. Ferman, Bruno, 2017. "Matching Estimators with Few Treated and Many Control Observations," MPRA Paper 78940, University Library of Munich, Germany.
    10. Mechoulan, Stéphane, 2020. "Civil unrest, emergency powers, and spillover effects: A mixed methods analysis of the 2005 French riots," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 305-326.
    11. Bruno Ferman, 2019. "Inference in Difference-in-Differences: How Much Should We Trust in Independent Clusters?," Papers 1909.01782, arXiv.org, revised Sep 2022.
    12. Hirschauer, Norbert & Grüner, Sven & Mußhoff, Oliver & Becker, Claudia & Jantsch, Antje, 2020. "Can p-values be meaningfully interpreted without random sampling?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 14, pages 71-91.
    13. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2017. "Sampling-based vs. Design-based Uncertainty in Regression Analysis," Papers 1706.01778, arXiv.org, revised Jun 2019.
    14. Philip ME Garboden, 2019. "Sources and Types of Big Data for Macroeconomic Forecasting," Working Papers 2019-3, University of Hawaii Economic Research Organization, University of Hawaii at Manoa.
    15. Paul Frijters & Benno Torgler & Christian Gillitzer & Jin Cong Wang, 2016. "Housing Wealth Effects: Cross-sectional Evidence from New Vehicle Registrations," The Economic Record, The Economic Society of Australia, vol. 92, pages 30-51, June.
    16. Cai, Hongbin & Chen, Yuyu & Gong, Qing, 2016. "Polluting thy neighbor: Unintended consequences of China׳s pollution reduction mandates," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 86-104.
    17. Atila Abdulkadiroğlu & Joshua D. Angrist & Yusuke Narita & Parag A. Pathak, 2017. "Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation," Econometrica, Econometric Society, vol. 85, pages 1373-1432, September.
    18. Alberto Abadie & Guido W. Imbens & Fanyin Zheng, 2014. "Inference for Misspecified Models With Fixed Regressors," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(508), pages 1601-1614, December.
    19. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    20. Peter Ganong & Simon Jäger, 2018. "A Permutation Test for the Regression Kink Design," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 494-504, April.
    21. Jaeger, Simon C & Ganong, Peter Nathan, 2014. "A Permutation Test and Estimation Alternatives for the Regression Kink Design," Scholarly Articles 34222894, Harvard University Department of Economics.
    22. Liu, Xingfei & Wang, Chuhong & Yan, Zizhong & Zhao, Yi, 2022. "Higher Education Expansion and Crime: New Evidence from China," Working Papers 2022-2, University of Alberta, Department of Economics.
    23. Liran Einav & Amy Finkelstein & Neale Mahoney, 2018. "Provider Incentives and Healthcare Costs: Evidence From Long‐Term Care Hospitals," Econometrica, Econometric Society, vol. 86(6), pages 2161-2219, November.

  45. Imbens, Guido W., 2014. "Instrumental Variables: An Econometrician's Perspective," IZA Discussion Papers 8048, Institute of Labor Economics (IZA).

    Cited by:

    1. Kedagni, Desire, 2018. "Identifying Treatment Effects in the Presence of Confounded Types," ISU General Staff Papers 201809110700001056, Iowa State University, Department of Economics.
    2. Battey, Heather & Feng, Qiang & Smith, Richard J., 2016. "Improving confidence set estimation when parameters are weakly identified," Statistics & Probability Letters, Elsevier, vol. 118(C), pages 117-123.
    3. Windmeijer, F.; Farbmacher, H.; Davies, N.; Davey Smith, G.;, 2017. "On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments," Health, Econometrics and Data Group (HEDG) Working Papers 17/22, HEDG, c/o Department of Economics, University of York.
    4. Santeramo, Fabio Gaetano & Searle, Stephanie, 2019. "Linking soy oil demand from the US Renewable Fuel Standard to palm oil expansion through an analysis on vegetable oil price elasticities," Energy Policy, Elsevier, vol. 127(C), pages 19-23.
    5. Jan F. Kiviet, 2020. "Causes Of Haze And Its Health Effects In Singapore: A Replication Study," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 65(06), pages 1367-1387, December.
    6. Stefan Wager & Kuang Xu, 2021. "Experimenting in Equilibrium," Management Science, INFORMS, vol. 67(11), pages 6694-6715, November.
    7. Jin Li & Ye Luo & Xiaowei Zhang, 2021. "Causal Reinforcement Learning: An Instrumental Variable Approach," Papers 2103.04021, arXiv.org, revised Sep 2022.
    8. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
    9. Rocha, Leonardo Andrade & Silva, Napiê Galvê Araújo & Almeida, Carlo Alano Soares de & Oliveira, Denison Murilo de & Fernandes, Kaio César, 2020. "Growth and heterogeneity of human capital: effects of the expansion of higher education on the income increase in Brazilian municipalities," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), August.
    10. Federico Crudu & Giovanni Mellace & Zsolt Sandor, 2017. "Inference in instrumental variables models with heteroskedasticity and many instruments," Department of Economics University of Siena 761, Department of Economics, University of Siena.
    11. Peter Hull & Michal Koles'ar & Christopher Walters, 2022. "Labour by Design: Contributions of David Card, Joshua Angrist, and Guido Imbens," Papers 2203.16405, arXiv.org.
    12. Jan F. Kiviet, 2020. "Instrument-free inference under confined regressor endogeneity; derivations and applications," Working Papers 09/2020, Stellenbosch University, Department of Economics.
    13. Guido W. Imbens, 2022. "Causality in Econometrics: Choice vs Chance," Econometrica, Econometric Society, vol. 90(6), pages 2541-2566, November.
    14. Yiming He & Thomas M. Fullerton, 2020. "The economic analysis of instrument variables estimation in dynamic optimal models with an application to the water consumption," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 66(9), pages 413-423.
    15. Bischoff, Oliver & Buchwald, Achim, 2016. "Horizontal and Vertical Firm Networks, Corporate Performance and Product Market Competition," VfS Annual Conference 2016 (Augsburg): Demographic Change 145730, Verein für Socialpolitik / German Economic Association.
    16. Dalia Ghanem & Aaron Smith, 2022. "Causality in structural vector autoregressions: Science or sorcery?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(3), pages 881-904, May.
    17. Hakan Yilmazkuday, 2021. "Inflation and Growth: The Role of Institutions," Working Papers 2119, Florida International University, Department of Economics.
    18. Jingwen Zhang & Yifang Chen & Amandeep Singh, 2022. "Causal Bandits: Online Decision-Making in Endogenous Settings," Papers 2211.08649, arXiv.org, revised Feb 2023.
    19. Abbiati, Giovanni & Azzolini, Davide & Balanskat, Anja & Engelhart, Katja & Piazzalunga, Daniela & Rettore, Enrico & Wastiau, Patricia, 2023. "Effects of an Online Self-Assessment Tool on Teachers' Digital Competencies," IZA Discussion Papers 15863, Institute of Labor Economics (IZA).
    20. Alderighi, Stefano & Cleary, Siobhan & Varanasi, Padmasai, 2019. "Do institutional factors influence cross-border portfolio equity flows? New evidence from emerging markets," Journal of International Money and Finance, Elsevier, vol. 99(C).
    21. Biørn, Erik, 2017. "Identification, Instruments, Omitted Variables, and Rudimentary Models: Fallacies in the ‘Experimental Approach’ to Econometrics," Memorandum 13/2017, Oslo University, Department of Economics.
    22. Baumann Philipp F. M. & Schomaker Michael & Rossi Enzo, 2021. "Estimating the effect of central bank independence on inflation using longitudinal targeted maximum likelihood estimation," Journal of Causal Inference, De Gruyter, vol. 9(1), pages 109-146, January.
    23. Rajeev Darolia & Cory Koedel & Joyce B. Main & Felix Ndashimye & Junpeng Yan, 2020. "High School Course Access and Postsecondary STEM Enrollment and Attainment," Working Papers 2004, Department of Economics, University of Missouri.
    24. Xuran Wang & Yang Jiang & Nancy R. Zhang & Dylan S. Small, 2018. "Sensitivity analysis and power for instrumental variable studies," Biometrics, The International Biometric Society, vol. 74(4), pages 1150-1160, December.
    25. Vassili Bazinas & Bent Nielsen, 2015. "Causal transmission in reduced-form models," Economics Papers 2015-W07, Economics Group, Nuffield College, University of Oxford.
    26. Laura E. Dee & Paul J. Ferraro & Christopher N. Severen & Kaitlin A. Kimmel & Elizabeth T. Borer & Jarrett E. K. Byrnes & Adam Thomas Clark & Yann Hautier & Andrew Hector & Xavier Raynaud & Peter B. R, 2023. "Clarifying the effect of biodiversity on productivity in natural ecosystems with longitudinal data and methods for causal inference," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    27. Kim Kwangho & Kennedy Edward H. & Naimi Ashley I., 2021. "Incremental intervention effects in studies with dropout and many timepoints#," Journal of Causal Inference, De Gruyter, vol. 9(1), pages 302-344, January.
    28. Aepli, Manuel, 2019. "Technological change and occupation mobility: A task-based approach to horizontal mismatch," GLO Discussion Paper Series 361, Global Labor Organization (GLO).
    29. Thomas Cornelissen & Christian Dustmann, 2019. "Early School Exposure, Test Scores, and Noncognitive Outcomes," RF Berlin - CReAM Discussion Paper Series 1903, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    30. Joachim Merz, 2022. "Are Retirees More Satisfied? Anticipation and Adaptation Effects: A Causal Panel Analysis of German Statutory Insured and Civil Service Pensioners," SOEPpapers on Multidisciplinary Panel Data Research 1163, DIW Berlin, The German Socio-Economic Panel (SOEP).
    31. Guido W. Imbens, 2020. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
    32. Huber Martin & Wüthrich Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-27, January.
    33. Hryckiewicz, Aneta & Kryg, Natalia & Tsomocos, Dimitrios P., 2023. "Bank resolution mechanisms revisited: Towards a new era of restructuring," Journal of Financial Stability, Elsevier, vol. 67(C).
    34. Han Zhang & Jing Qin & Sonja I. Berndt & Demetrius Albanes & Lu Deng & Mitchell H. Gail & Kai Yu, 2020. "On Mendelian randomization analysis of case‐control study," Biometrics, The International Biometric Society, vol. 76(2), pages 380-391, June.
    35. Taylor, Alan M. & Schularick, Moritz & Jordà , Òscar, 2017. "The effects of quasi-random monetary experiments," CEPR Discussion Papers 11801, C.E.P.R. Discussion Papers.
    36. Andrew Chesher & Adam Rosen, 2019. "Generalized Instrumental Variable Models, Methods, and Applications," CeMMAP working papers CWP41/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    37. Kiviet, Jan F., 2023. "Instrument-free inference under confined regressor endogeneity and mild regularity," Econometrics and Statistics, Elsevier, vol. 25(C), pages 1-22.
    38. Thomas von Brasch & Arvid Raknerud, 2021. "A two-stage pooled panel data estimator of demand elasticities," Discussion Papers 951, Statistics Norway, Research Department.
    39. Frank Windmeijer & Xiaoran Liang & Fernando P Hartwig & Jack Bowden, 2019. "The Confidence Interval Method for Selecting Valid Instrumental Variables," Bristol Economics Discussion Papers 19/715, School of Economics, University of Bristol, UK.
    40. Shuang Chen, 2022. "The Positive Effect of Women’s Education on Fertility in Low-Fertility China," European Journal of Population, Springer;European Association for Population Studies, vol. 38(1), pages 125-161, March.
    41. Peter Bühlmann & Domagoj Ćevid, 2020. "Deconfounding and Causal Regularisation for Stability and External Validity," International Statistical Review, International Statistical Institute, vol. 88(S1), pages 114-134, December.
    42. Lota Tamini & Ibrahima Bocoum & Ghislain Auger & Kotchikpa Gabriel Lawin & Arahama Traoré, 2019. "Enhanced Microfinance Services and Agricultural Best Management Practices: What Benefits for Smallholders Farmers? An Evidence from Burkina Faso," CIRANO Working Papers 2019s-11, CIRANO.
    43. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    44. Ertefaie Ashkan & Small Dylan & Flory James & Hennessy Sean, 2016. "Selection Bias When Using Instrumental Variable Methods to Compare Two Treatments But More Than Two Treatments Are Available," The International Journal of Biostatistics, De Gruyter, vol. 12(1), pages 219-232, May.
    45. Das, Tirthatanmoy & Polachek, Solomon, 2019. "A New Strategy to Identify Causal Relationships: Estimating a Binding Average Treatment Effect," IZA Discussion Papers 12766, Institute of Labor Economics (IZA).
    46. Yinchu Zhu, 2021. "Phase transition of the monotonicity assumption in learning local average treatment effects," Papers 2103.13369, arXiv.org.
    47. Liana Jacobi & Nhung Nghiem & Andrés Ramírez‐Hassan & Tony Blakely, 2021. "Food Price Elasticities for Policy Interventions: Estimates from a Virtual Supermarket Experiment in a Multistage Demand Analysis with (Expert) Prior Information," The Economic Record, The Economic Society of Australia, vol. 97(319), pages 457-490, December.
    48. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    49. Philip DeCicca & Donald Kenkel & Feng Liu, 2015. "Reservation Prices: An Economic Analysis of Cigarette Purchases on Indian Reservations," National Tax Journal, National Tax Association;National Tax Journal, vol. 68(1), pages 93-118, March.
    50. Huang, Linyuan & Xie, Rui & Yang, Guohao, 2022. "The impact of lockdown on air pollution: Evidence from an instrument," China Economic Review, Elsevier, vol. 71(C).
    51. Zhenting Sun & Kaspar Wuthrich, 2022. "Pairwise Valid Instruments," Papers 2203.08050, arXiv.org, revised Jan 2024.
    52. Mari, Gabriele & Keizer, Renske, 2020. "Families of Austerity: Welfare Cuts and Family Stress in Britain," SocArXiv vdej8, Center for Open Science.
    53. Hyunseung Kang & Laura Peck & Luke Keele, 2018. "Inference for instrumental variables: a randomization inference approach," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 181(4), pages 1231-1254, October.
    54. Qin, Duo, 2014. "Resurgence of instrument variable estimation and fallacy of endogeneity," Economics Discussion Papers 2014-42, Kiel Institute for the World Economy (IfW Kiel).
    55. Xi Chen & Ralf van der Lans & Michael Trusov, 2021. "Efficient Estimation of Network Games of Incomplete Information: Application to Large Online Social Networks," Management Science, INFORMS, vol. 67(12), pages 7575-7598, December.

  46. Imbens, Guido W., 2014. "Matching Methods in Practice: Three Examples," IZA Discussion Papers 8049, Institute of Labor Economics (IZA).

    Cited by:

    1. Cabane, Charlotte & Hille, Adrian & Lechner, Michael, 2015. "Mozart or Pelé? The Effects of Teenagers' Participation in Music and Sports," IZA Discussion Papers 8987, Institute of Labor Economics (IZA).
    2. Carlsson, Magnus & Dahl, Gordon B. & Rooth, Dan-Olof, 2016. "Do Politicians Change Public Attitudes?," IZA Discussion Papers 10349, Institute of Labor Economics (IZA).
    3. Muller, Paul & van der Klaauw, Bas & Heyma, Arjan, 2017. "Comparing Econometric Methods to Empirically Evaluate Job-Search Assistance," IZA Discussion Papers 10531, Institute of Labor Economics (IZA).
    4. Hill, Matthew J. & Maestas, Nicole & Mullen, Kathleen J., 2016. "Employer accommodation and labor supply of disabled workers," Labour Economics, Elsevier, vol. 41(C), pages 291-303.
    5. Jens Ruhose & Stephan L. Thomsen & Insa Weilage, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," CESifo Working Paper Series 7268, CESifo.
    6. Alexander Coutts, 2019. "Identifying communication spillovers in lab in the field experiments," NOVAFRICA Working Paper Series wp1903, Universidade Nova de Lisboa, Nova School of Business and Economics, NOVAFRICA.
    7. Richard Friberg & Mark Sanctuary, 2017. "The Effect of Retail Distribution on Sales of Alcoholic Beverages," Marketing Science, INFORMS, vol. 36(4), pages 626-641, July.
    8. John C. Haltiwanger & Mark J. Kutzbach & Giordano E. Palloni & Henry Pollakowski & Matthew Staiger & Daniel Weinberg, 2020. "The Children of HOPE VI Demolitions: National Evidence on Labor Market Outcomes," NBER Working Papers 28157, National Bureau of Economic Research, Inc.
    9. Ihle, Dorothee, 2017. "Quantile treatment effects of Riester participation on wealth," CAWM Discussion Papers 96, University of Münster, Münster Center for Economic Policy (MEP).
    10. Pierre Lefebvre & Philip Merrigan, 2021. "Why Subsidize Independent Schools? Estimating the Effect of a Unique Canadian Schooling Model on Educational Attainment," Working Papers 21-01, Research Group on Human Capital, University of Quebec in Montreal's School of Management.
    11. Koch, Nicolas & Basse Mama, Houdou, 2019. "Does the EU Emissions Trading System induce investment leakage? Evidence from German multinational firms," Energy Economics, Elsevier, vol. 81(C), pages 479-492.
    12. Zhexiao Lin & Fang Han, 2022. "On regression-adjusted imputation estimators of the average treatment effect," Papers 2212.05424, arXiv.org, revised Jan 2023.
    13. Verena Lauber & Johanna Storck, 2016. "Helping with the Kids? How Family-Friendly Workplaces Affect Parental Well-Being and Behavior," SOEPpapers on Multidisciplinary Panel Data Research 883, DIW Berlin, The German Socio-Economic Panel (SOEP).
    14. Mario Bossler, 2017. "Employment expectations and uncertainties ahead of the new German minimum wage," Scottish Journal of Political Economy, Scottish Economic Society, vol. 64(4), pages 327-348, September.
    15. Laura Villalobos & Juan Robalino & Catalina Sandoval & Francisco Alpízar, 2023. "Local Effects of Payments for Ecosystem Services on Rural Poverty," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(3), pages 753-774, March.
    16. De Los Rios, Camilo, 2022. "The double fence: Overlapping institutions and deforestation in the Colombian Amazon," Ecological Economics, Elsevier, vol. 193(C).
    17. Ann Mitchell & Jimena Macció & Diego Mariño Fages, 2019. "The Effects of Emergency Housing on Wellbeing: Evidence from Argentina’s Informal Settlements," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(3), pages 504-529, July.
    18. Olena Havrylchk & Aref Mahdavi Ardekani, 2020. "Real effects of lending-based crowdfunding platforms on the SMEs," Documents de travail du Centre d'Economie de la Sorbonne 20024, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    19. Yuta Kikuchi & Ryo Nakajima, 2017. "Evaluating Professor Value-added: Evidence from Professor and Student Matching in Physics," Keio-IES Discussion Paper Series 2017-007, Institute for Economics Studies, Keio University.
    20. Donn. L. Feir & Kelly Foley & Maggie E.C. Jones, 2022. "Heterogeneous Returns to Active Labour Market Programs for Indigenous Populations," NBER Working Papers 30158, National Bureau of Economic Research, Inc.
    21. Dana Rotz & Brian Goesling & Molly Crofton & Jennifer Manlove & Kate Welti, "undated". "Final Impacts of Teen PEP (Teen Prevention Education Program) in New Jersey and North Carolina High Schools," Mathematica Policy Research Reports 40fc2bb74d874e59a8e424638, Mathematica Policy Research.
    22. Mary F. Evans, 2016. "The Clean Air Act Watch List: An Enforcement and Compliance Natural Experiment," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(3), pages 627-665.
    23. Nathalie Greenan & Pierre-Jean Messe, 2018. "Transmission of vocational skills in the second part of careers: the effect of ICT and management changes [Transmission des compétences professionnelles dans la seconde partie des carrières: l'effe," Post-Print hal-01824090, HAL.
    24. McLaughlin, Joanne Song, 2017. "Does Communist party membership pay? Estimating the economic returns to party membership in the labor market in China," Journal of Comparative Economics, Elsevier, vol. 45(4), pages 963-983.
    25. Shiying Zhang, 2017. "Effects of attending preschool on adolescents’ outcomes: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 49(27), pages 2618-2629, June.
    26. Shooshan Danagoulian, 2018. "Policy of prevention: Medical utilization under a wellness plan," Health Economics, John Wiley & Sons, Ltd., vol. 27(11), pages 1843-1858, November.
    27. Francesca Modena & Giulia Martina Tanzi & Enrico Rettore, 2018. "The effect of grants on university drop-out rates: evidence on the Italian case," Temi di discussione (Economic working papers) 1193, Bank of Italy, Economic Research and International Relations Area.
    28. Yajuan Li & Marco A. Palma & Zhicheng Phil Xu, 2017. "Impacts of playing after school on academic performance: a propensity score matching approach," Education Economics, Taylor & Francis Journals, vol. 25(6), pages 575-589, November.
    29. Yanying Chen & Yi Jin Tan, 2018. "The effect of non-contributory pensions on labour supply and private income transfers: evidence from Singapore," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-54, December.
    30. Goller, Daniel & Lechner, Michael & Moczall, Andreas & Wolff, Joachim, 2019. "Does the estimation of the propensity score by machine learning improve matching estimation? The case of Germany’s programmes for long term unemployed," Economics Working Paper Series 1910, University of St. Gallen, School of Economics and Political Science.
    31. Halldén, Karin & Stenberg, Anders, 2014. "The Relationship between Hours of Domestic Services and Female Earnings: Panel Register Data Evidence from a Reform," IZA Discussion Papers 8675, Institute of Labor Economics (IZA).
    32. Verena Lauber & Johanna Storck, 2016. "Helping with the Kids? How Family-Friendly Workplaces Affect Parental Well-Being and Behavior," Discussion Papers of DIW Berlin 1630, DIW Berlin, German Institute for Economic Research.
    33. David Candon, 2015. "The Effect of Cancer on the Employment of Older Males: Attenuating Selection Bias using a High Risk Sample," Working Papers 201507, School of Economics, University College Dublin.
    34. Hospido, Laura & Villanueva, Ernesto & Zamarro, Gema, 2015. "Finance for All: The Impact of Financial Literacy Training in Compulsory Secondary Education in Spain," IZA Discussion Papers 8902, Institute of Labor Economics (IZA).
    35. Wagener, Andreas & Zenker, Juliane, 2018. "Decoupled but not neutral: The effects of stochastic transfers on investment and incomes in rural Thailand," TVSEP Working Papers wp-008, Leibniz Universitaet Hannover, Institute of Development and Agricultural Economics, Project TVSEP.
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    166. Ci, Wen & Galdo, Jose C. & Voia, Marcel & Worswick, Christopher, 2015. "Wage Returns to Mid-Career Investments in Job Training through Employer-Supported Course Enrollment: Evidence for Canada," IZA Discussion Papers 9007, Institute of Labor Economics (IZA).
    167. Raluca Maran, 2023. "Drivers of sovereign catastrophe bond issuance: an empirical analysis," SN Business & Economics, Springer, vol. 3(6), pages 1-20, June.
    168. Marguerite Burns & Laura Dague, 2023. "In-Kind Welfare Benefits and Reincarceration Risk: Evidence from Medicaid," NBER Working Papers 31394, National Bureau of Economic Research, Inc.
    169. Cronin, C.J.; & Guilkey, D.K.; & Speizer, I.S.;, 2018. "Measurement Error in Discrete Health Facility Choice Models:an Example from Urban Senegal," Health, Econometrics and Data Group (HEDG) Working Papers 18/18, HEDG, c/o Department of Economics, University of York.
    170. Diego A. Agudelo & Sergio Preciado & Carlos Castro, 2018. "Measuring the effectiveness of volatility auctions," Documentos de Trabajo de Valor Público 16943, Universidad EAFIT.
    171. Enflo, Kerstin & Cermeño, Alexandra, 2018. "Can Kings Create Towns that Thrive? The long-run implications of new town foundations," CEPR Discussion Papers 13392, C.E.P.R. Discussion Papers.
    172. Dai, Xiaoyong & Chapman, Gary, 2022. "R&D tax incentives and innovation: Examining the role of programme design in China," Technovation, Elsevier, vol. 113(C).
    173. Ali Merima & Shifa Abdulaziz B. & Shimeles Abebe & Woldeyes Firew, 2017. "Working Paper 290 - Building Fiscal Capacity The role of ICT," Working Paper Series 2404, African Development Bank.
    174. Wang, Yuan & Hui, Eddie Chi-man, 2017. "Are local governments maximizing land revenue? Evidence from China," China Economic Review, Elsevier, vol. 43(C), pages 196-215.
    175. Benjamin Lu & Eli Ben-Michael & Avi Feller & Luke Miratrix, 2023. "Is It Who You Are or Where You Are? Accounting for Compositional Differences in Cross-Site Treatment Effect Variation," Journal of Educational and Behavioral Statistics, , vol. 48(4), pages 420-453, August.
    176. Marina Gómez-García & Ernesto Villanueva, 2022. "The effect of workplace pension schemes on households' private savings," Economic Bulletin, Banco de España, issue 2/2022.
    177. Bornemann, Tobias & Laplante, Stacie K. & Osswald, Benjamin, 2018. "The effect of intellectual property boxes on innovative activity & effective tax rates," arqus Discussion Papers in Quantitative Tax Research 234, arqus - Arbeitskreis Quantitative Steuerlehre.
    178. Javier Gardeazabal & Eduardo Polo-Muro, 2022. "Cultural expenditure of those who enter (or exit) unemployment," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 46(4), pages 571-596, December.
    179. Alloush, Mo & Bloem, Jeffrey R., 2022. "Neighborhood violence, poverty, and psychological well-being," Journal of Development Economics, Elsevier, vol. 154(C).
    180. Himaz, Rozana, 2020. "Sweet are the fruit of adversity? The impact of fathers’ death on child non-cognitive outcomes in Ethiopia," Economics & Human Biology, Elsevier, vol. 38(C).
    181. Wei Chi & Morris M. Kleiner & Xiaoye Qian, 2017. "Do Occupational Regulations Increase Earnings? Evidence from China," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 56(2), pages 351-381, April.
    182. Donna Feir & Kelly Foley & Maggie E. C. Jones, 2021. "The Distributional Impacts of Active Labor Market Programs for Indigenous Populations," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 216-220, May.
    183. Nicoletta Balbo & Bruno Arpino, 2016. "The Role of Family Orientations in Shaping the Effect of Fertility on Subjective Well-being: A Propensity Score Matching Approach," Demography, Springer;Population Association of America (PAA), vol. 53(4), pages 955-978, August.
    184. Le Wen & Krishna P. Paudel & Youhua Chen & Qinying He, 2021. "Urban segregation and consumption inequality: Does hukou conversion matter in China?," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2298-2322, November.
    185. Dai, Xiaoyong & Zhao, Zhiqi, 2021. "Can exporting resolve overcapacity? Evidence from Chinese steel companies," Economic Modelling, Elsevier, vol. 102(C).
    186. Depenbusch, Lutz, 2017. "Gender Price Gaps in Central Kenyan Vegetable Wet Markets," GlobalFood Discussion Papers 264021, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    187. Cosman, Jacob & Schiff, Nathan, 2019. "Delivery in the city: evidence on monopolistic competition from New York restaurants," MPRA Paper 96617, University Library of Munich, Germany.
    188. Kebebe, E. G., 2017. "Household nutrition and income impacts of using dairy technologies in mixed crop–livestock production systems," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 61(4), October.
    189. Barde, Julia Alexa, 2017. "What Determines Access to Piped Water in Rural Areas? Evidence from Small-Scale Supply Systems in Rural Brazil," World Development, Elsevier, vol. 95(C), pages 88-110.
    190. Hagen, Tobias, 2016. "Econometric evaluation of a placement coaching program for recipients of disability insurance benefits in Switzerland," Working Paper Series 10, Frankfurt University of Applied Sciences, Faculty of Business and Law.
    191. Bishwanath Goldar, 2023. "ICT Investment, Adoption of ISO 14000 Certification, and Export Performance in Indian Manufacturing Plants," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 21(3), pages 523-553, September.
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    193. Ginther, Donna K. & Heggeness, Misty L., 2020. "Administrative discretion in scientific funding: Evidence from a prestigious postdoctoral training program✰," Research Policy, Elsevier, vol. 49(4).
    194. Opalo, Ken Ochieng' & Habyarimana, James & Schipper, Youdi, 2021. "The Contingent Electoral Impacts of Programmatic Policies: Evidence From Education Reforms in Tanzania," OSF Preprints utpqn, Center for Open Science.
    195. Jiansuo Pei & Bodo Sturm & Anqi Yu, 2021. "Are exporters more environmentally friendly? A re‐appraisal that uses China’s micro‐data," The World Economy, Wiley Blackwell, vol. 44(5), pages 1402-1427, May.
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    197. Yan, Ji, 2022. "Is WIC effective in improving pregnancy-related outcomes? An empirical reassessment," Economics & Human Biology, Elsevier, vol. 47(C).
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    199. Ramírez, José Carlos & Ortiz-Arango, Francisco & Rosellón, Juan, 2021. "Impact of Mexico's energy reform on consumer welfare," Utilities Policy, Elsevier, vol. 70(C).
    200. Eliasson, Kent & Westerlund, Olle, 2019. "Graduate migration, self-selection and urban wage premiums across the regional hierarchy," Umeå Economic Studies 962, Umeå University, Department of Economics.
    201. Temesgen Belissa & Robert Lensink & Anne Winkel, 2020. "Effects of Index Insurance on Demand and Supply of Credit: Evidence from Ethiopia," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(5), pages 1511-1531, October.
    202. Kritkorn Nawakitphaitoon & Xuan Chen & Yuhao Ge, 2016. "State and Non-state Earnings Differentials over Time in China’s Urban Labor Market: Evidence from the Urban Household Survey (1994–2007)," Journal of Labor Research, Springer, vol. 37(3), pages 287-316, September.
    203. Ran Zhang & Guoquan Kong & Huaping Sun, 2023. "Can New-Type Urbanization Promote Enterprise Green Technology Innovation?—A Study Based on Difference-in-Differences Model," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
    204. Dana Rotz & Brian Goesling & Hande Inanc & Gregory Chojnacki, "undated". "Economic Benefits of Delayed Sexual Activity," Mathematica Policy Research Reports 248b878cd4254142ac8c13102, Mathematica Policy Research.
    205. Christopher Erwin & Melissa Binder, 2020. "Does Broad-Based Merit Aid Improve College Completion? Evidence from New Mexico's Lottery Scholarship," Education Finance and Policy, MIT Press, vol. 15(1), pages 164-190, Winter.
    206. Yoshito Takasaki, 2019. "Disability and Poverty: Landmine Amputees in Cambodia," CIRJE F-Series CIRJE-F-1118, CIRJE, Faculty of Economics, University of Tokyo.
    207. Shen, Chung-Hua & Wu, Meng-Wen & Chen, Ting-Hsuan & Fang, Hao, 2016. "To engage or not to engage in corporate social responsibility: Empirical evidence from global banking sector," Economic Modelling, Elsevier, vol. 55(C), pages 207-225.
    208. Carlsson, Magnus & Dahl, Gordon B. & Rooth, Dan-Olof, 2021. "Backlash in policy attitudes after the election of an extreme political party," Journal of Public Economics, Elsevier, vol. 204(C).
    209. Custódio, Cláudia & Mendes, Diogo & Metzger, Daniel, 2020. "The Impact of Financial Education of Managers on Medium and Large Enterprises - A Randomized Controlled Trial in Mozambique," CEPR Discussion Papers 15294, C.E.P.R. Discussion Papers.
    210. Aggarwal, Reena & Schloetzer, Jason D. & Williamson, Rohan, 2019. "Do corporate governance mandates impact long-term firm value and governance culture?," Journal of Corporate Finance, Elsevier, vol. 59(C), pages 202-217.
    211. Dorothee Ihle, 2017. "Quantile Treatment Effects of Riester Participation on Wealth," SOEPpapers on Multidisciplinary Panel Data Research 954, DIW Berlin, The German Socio-Economic Panel (SOEP).
    212. Castagnetti, Alessandro & Schmacker, Renke, 2022. "Protecting the ego: Motivated information selection and updating," European Economic Review, Elsevier, vol. 142(C).
    213. Choda, Amreen & Schoofs, Annekathrin & Verrinder, Noel, 2020. "Improving housing conditions: Labelled loans in Kenya and Uganda," Ruhr Economic Papers 878, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    214. Donna K. Ginther & Misty L. Heggeness, 2020. "Administrative Discretion in Scientific Funding: Evidence from a Prestigious Postdoctoral Training Program," NBER Working Papers 26841, National Bureau of Economic Research, Inc.
    215. Daniel S. Hosken & Luke M. Olson & Loren K. Smith, 2018. "Do retail mergers affect competition? Evidence from grocery retailing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(1), pages 3-22, March.
    216. Ruggiero, Patricia G.C. & Metzger, Jean Paul & Reverberi Tambosi, Leandro & Nichols, Elizabeth, 2019. "Payment for ecosystem services programs in the Brazilian Atlantic Forest: Effective but not enough," Land Use Policy, Elsevier, vol. 82(C), pages 283-291.
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    218. Massenz, Gabriella, 2023. "On the behavioral effects of tax policy," Other publications TiSEM eb44a9f7-b859-480d-b2e4-4, Tilburg University, School of Economics and Management.
    219. Julia Garlick & Murray Leibbrandt & James Levinsohn, 2016. "Individual Migration and Household Incomes," NBER Working Papers 22326, National Bureau of Economic Research, Inc.
    220. Camilo De Los Rios Rueda, 2020. "The Double Fence: Overlapping Institutions and Deforestation in the Colombian Amazon," Documentos CEDE 18007, Universidad de los Andes, Facultad de Economía, CEDE.
    221. Bellemare, Marc F. & Lee, Yu Na & Novak, Lindsey, 2021. "Contract farming as partial insurance," World Development, Elsevier, vol. 140(C).
    222. Barrera-Osorio, Felipe & García, Sandra & Rodríguez, Catherine & Sánchez, Fabio & Arbeláez, Mateo, 2018. "Concentrating efforts on low-performing schools: Impact estimates from a quasi-experimental design," Economics of Education Review, Elsevier, vol. 66(C), pages 73-91.
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    224. Jorge Lemus & Fernando Luco, 2021. "Price Leadership and Uncertainty About Future Costs," Journal of Industrial Economics, Wiley Blackwell, vol. 69(2), pages 305-337, June.
    225. Fujii, Mayu & Shiraishi, Kousuke & Takayama, Noriyuki, 2018. "The effects of early job separation on later life outcomes," Journal of the Japanese and International Economies, Elsevier, vol. 48(C), pages 68-84.
    226. Jinyang Chen & Chaoqun Wang, 2023. "“The reputation premium”: does hospital ranking improvement lead to a higher healthcare spending?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(5), pages 817-830, July.
    227. Julio Cesar Araujo da Silva Junior & Joao F. Caldeira & Hudson da Silva Torrent, 2017. "Effects of IFRS on Accounting Information Quality: Evidence for Brazil," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(5), pages 44-57, May.
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    230. Claudia Custodio & Diogo Mendes & Daniel Metzger, 2021. "The impact of financial education of executives on financial practices of medium and large enterprises," NOVAFRICA Working Paper Series wp2105, Universidade Nova de Lisboa, Nova School of Business and Economics, NOVAFRICA.
    231. Righi, Cesare & Simcoe, Timothy, 2019. "Patent examiner specialization," Research Policy, Elsevier, vol. 48(1), pages 137-148.
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    234. Dana Rotz & Brian Goesling & Molly Crofton & Christopher Trenholm & Jennifer Manlove & Kate Welti, "undated". "Interim Impacts of Teen PEP in New Jersey and North Carolina High Schools," Mathematica Policy Research Reports 74b7aa859c364d8c920644a13, Mathematica Policy Research.
    235. Cabane, Charlotte & Hille, Adrian & Lechner, Michael, 2016. "Mozart or Pelé? The effects of adolescents' participation in music and sports," Labour Economics, Elsevier, vol. 41(C), pages 90-103.
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    237. Jongkwan Lee & Giovanni Peri & Vasil Yasenov, 2017. "The Employment Effects of Mexican Repatriations: Evidence from the 1930's," NBER Working Papers 23885, National Bureau of Economic Research, Inc.
    238. Araujo P., María Daniela & Quis, Johanna Sophie, 2021. "Teacher Effects in Germany: Evidence from Elementary School," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242457, Verein für Socialpolitik / German Economic Association.
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  47. Andrew Gelman & Guido Imbens, 2013. "Why ask Why? Forward Causal Inference and Reverse Causal Questions," NBER Working Papers 19614, National Bureau of Economic Research, Inc.

    Cited by:

    1. Philip Dawid & Macartan Humphreys & Monica Musio, 2019. "Bounding Causes of Effects with Mediators," Papers 1907.00399, arXiv.org.
    2. Martin Huber & Michael Lechner & Giovanni Mellace, 2016. "The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(1), pages 139-160, January.
    3. Mike Brewer & Thang Dang & Emma Tominey, 2022. "Universal Credit: Welfare Reform and Mental Health," Working Papers 2022-008, Human Capital and Economic Opportunity Working Group.
    4. André de Abreu Saraiva Monteiro Alves & Marcelo Pereira Duarte & Fernando Manuel Pereira de Oliveira Carvalho, 2022. "A Perspective on Administrative Distance: Theoretical Development and Measurement," SAGE Open, , vol. 12(4), pages 21582440221, December.
    5. Russell Hillberry & Phillip McCalman, 2016. "Import dynamics and demands for protection," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(3), pages 1125-1152, August.
    6. Joep Cornelissen & Mariëtte Kaandorp, 2023. "Towards Stronger Causal Claims in Management Research: Causal Triangulation Instead of Causal Identification," Journal of Management Studies, Wiley Blackwell, vol. 60(4), pages 834-860, June.
    7. Andres Irarrazaval, 2022. "The Fiscal Origins of Comparative Inequality levels: An Empirical and Historical Investigation," Working Papers wp531, University of Chile, Department of Economics.
    8. Joel Bank & Hamish Fitchett & Adam Gorajek & Benjamin A. Malin & Andrew Staib, 2021. "Star Wars at Central Banks," Staff Report 620, Federal Reserve Bank of Minneapolis.
    9. Francisco J. Beltrán Tapia & Domingo Gallego, 2015. "Where are the missing girls? Gender discrimination in mid-19th century Spain," Working Papers 23, Department of Economic and Social History at the University of Cambridge.
    10. Viviana Celli, 2022. "Causal mediation analysis in economics: Objectives, assumptions, models," Journal of Economic Surveys, Wiley Blackwell, vol. 36(1), pages 214-234, February.
    11. Addis G. Birhanu & Alfonso Gambardella & Giovanni Valentini, 2016. "Bribery and investment: Firm-level evidence from Africa and Latin America," Strategic Management Journal, Wiley Blackwell, vol. 37(9), pages 1865-1877, September.
    12. Tonoyan, Vartuhi & Boudreaux, Christopher J., 2023. "Gender diversity in firm ownership: Direct and indirect effects on firm-level innovation across 29 emerging economies," Research Policy, Elsevier, vol. 52(4).
    13. Salm, Martin & Siflinger, Bettina & Xie, Mingjia, 2021. "The Effect of Retirement on Mental Health: Indirect Treatment Effects and Causal Mediation," Other publications TiSEM e28efa7f-8219-437c-a26d-2, Tilburg University, School of Economics and Management.
    14. Daan Kolkman & Arjen van Witteloostuijn, 2019. "Data Science in Strategy: Machine learning and text analysis in the study of firm growth," Tinbergen Institute Discussion Papers 19-066/VI, Tinbergen Institute.
    15. Alex W. Bartik & Evan Mast, 2021. "Black Suburbanization: Causes and Consequences of a Transformation of American Cities," Upjohn Working Papers 21-355, W.E. Upjohn Institute for Employment Research.
    16. Esterling, Kevin & Brady, David & Schwitzgebel, Eric, 2021. "The Necessity of Construct and External Validity for Generalized Causal Claims," OSF Preprints 2s8w5, Center for Open Science.
    17. Esterling, Kevin M. & Brady, David & Schwitzgebel, Eric, 2023. "The Necessity of Construct and External Validity for Generalized Causal Claims," I4R Discussion Paper Series 18, The Institute for Replication (I4R).
    18. Guido W. Imbens, 2020. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
    19. Alfonso Gambardella & Pooyan Khashabi & Claudio Panico, 2020. "Managing Autonomy in Industrial Research and Development: A Project-Level Investigation," Organization Science, INFORMS, vol. 31(1), pages 165-181, January.
    20. John Mullahy, 2019. "Health and evidence in health economics," Health Economics, John Wiley & Sons, Ltd., vol. 28(10), pages 1163-1165, October.
    21. Viviana Celli, 2019. "Causal Mediation Analysis in Economics: objectives, assumptions, models," Working Papers 12/19, Sapienza University of Rome, DISS.
    22. Dawid, Philip & Humphreys, Macartan & Musio, Monica, 2022. "Bounding Causes of Effects With Mediators," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue OnlineFir, pages 1-1.
    23. Hsu, Yu-Chin & Huber, Martin & Lee, Ying-Ying & Pipoz, Layal, 2018. "Direct and indirect effects of continuous treatments based on generalized propensity score weighting," FSES Working Papers 495, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    24. Hsu, Yu-Chin & Huber, Martin & Lai, Tsung Chih, 2017. "Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting," FSES Working Papers 482, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    25. Wolfgang Sofka & Christoph Grimpe & Fuad Hasanov & Reda Cherif, 2022. "Additionality or opportunism: Do host-country R&D subsidies impact innovation in foreign MNC subsidiaries?," Journal of International Business Policy, Palgrave Macmillan, vol. 5(3), pages 296-327, September.
    26. Andres Irarrazaval, 2023. "The Pillars of Shared Prosperity: Insights From Elite versus State Extraction And From a New Instrument," Working Papers wp549, University of Chile, Department of Economics.
    27. Kristin Behfar & Gerardo A. Okhuysen, 2018. "Perspective—Discovery Within Validation Logic: Deliberately Surfacing, Complementing, and Substituting Abductive Reasoning in Hypothetico-Deductive Inquiry," Organization Science, INFORMS, vol. 29(2), pages 323-340, April.
    28. Adam Gorajek & Joel Bank & Andrew Staib & Benjamin Malin & Hamish Fitchett, 2021. "Star Wars at Central Banks," RBA Research Discussion Papers rdp2021-02, Reserve Bank of Australia.
    29. van der Klaauw, Bas & Oosterbeek, Hessel & Sóvágó, Sándor, 2019. "Why are schools segregated? Evidence from the secondary-school match in Amsterdam," CEPR Discussion Papers 13462, C.E.P.R. Discussion Papers.
    30. Mathew, Nanditha & Napolitano, Lorenzo & Rizzo, Ugo, 2020. "The role of domestic-firm knowledge in foreign R&D collaborations: Evidence from co-patenting in Indian firms," MERIT Working Papers 2020-044, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    31. Jeffery A. Jenkins & Nolan McCarty & Charles Stewart, 2020. "Learning from each other: causal inference and American political development," Public Choice, Springer, vol. 185(3), pages 245-251, December.

  48. Guido W. Imbens & Michal Kolesar, 2012. "Robust Standard Errors in Small Samples: Some Practical Advice," NBER Working Papers 18478, National Bureau of Economic Research, Inc.

    Cited by:

    1. James G. MacKinnon & Matthew D. Webb, 2019. "Randomization Inference For Difference-in-differences With Few Treated Clusters," Working Paper 1355, Economics Department, Queen's University.
    2. Nicolas Moreau, 2018. "A SAS macro for estimation and inference in differences-in-differences applications with within cluster correlation and cluster-corrections for a few clusters," Working Papers hal-01691476, HAL.
    3. Jun Oshiro & Yasuhiro Sato, 2016. "Industrial Structure in Urban Accounting," CIRJE F-Series CIRJE-F-1026, CIRJE, Faculty of Economics, University of Tokyo.
    4. Chao Wang & Yue‐Jun Zhang, 2020. "Does environmental regulation policy help improve green production performance? Evidence from China's industry," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(2), pages 937-951, March.
    5. Renard Sexton, 2020. "Unpacking the Local Resource Curse: How Externalities and Governance Shape Social Conflict," Journal of Conflict Resolution, Peace Science Society (International), vol. 64(4), pages 640-673, April.
    6. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
    7. Federico A. Bugni & Ivan A. Canay & Azeem M. Shaikh, 2017. "Inference under covariate-adaptive randomization," CeMMAP working papers CWP25/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    8. Stefanie J. Huber & Tobias Schmidt, 2016. "Cross-Country Differences in Homeownership: A Cultural Phenomenon?," ERES eres2016_47, European Real Estate Society (ERES).
    9. Timothy Conley & Silvia Gonçalves & Christian Hansen, 2018. "Inference with Dependent Data in Accounting and Finance Applications," Journal of Accounting Research, Wiley Blackwell, vol. 56(4), pages 1139-1203, September.
    10. James G. MacKinnon, 2014. "Wild Cluster Bootstrap Confidence Intervals," Working Paper 1329, Economics Department, Queen's University.
    11. Bussolo,Maurizio & Capelle,Damien Fierre Jean & Lokshin,Michael M. & Torre,Ivan & Winkler,Hernan, 2022. "Explaining the Evolution of Job Tenure in Europe, 1995–2020," Policy Research Working Paper Series 10205, The World Bank.
    12. Martin Weidner & Thomas Zylkin, 2021. "Bias and consistency in three-way gravity models," CeMMAP working papers CWP11/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    13. James G. MacKinnon, 2021. "Fast cluster bootstrap methods for linear regression models," Working Paper 1465, Economics Department, Queen's University.
    14. Alessie, Rob J.M. & Angelini, Viola & van den Berg, Gerard J. & Mierau, Jochen O. & Viluma, Laura, 2019. "Economic conditions at birth and cardiovascular disease risk in adulthood: Evidence from post-1950 cohorts," Social Science & Medicine, Elsevier, vol. 224(C), pages 77-84.
    15. Bruce E. Hansen & Seojeong Lee, 2019. "Asymptotic Theory for Clustered Samples," Papers 1902.01497, arXiv.org.
    16. Peter Z. Schochet, "undated". "Statistical Theory for the RCT-YES Software: Design-Based Causal Inference for RCTs," Mathematica Policy Research Reports a0c005c003c242308a92c02dc, Mathematica Policy Research.
    17. Benedikt M. Potscher & David Preinerstorfer, 2020. "How Reliable are Bootstrap-based Heteroskedasticity Robust Tests?," Papers 2005.04089, arXiv.org, revised Nov 2021.
    18. Heather Congdon Fors & Kenneth Houngbedji & Annika Lindskog, 2017. "Land Certification and Schooling in Rural Ethiopia," Working Papers halshs-01202695, HAL.
    19. Brewer Mike & Crossley Thomas F. & Joyce Robert, 2018. "Inference with Difference-in-Differences Revisited," Journal of Econometric Methods, De Gruyter, vol. 7(1), pages 1-16, January.
    20. Jere R. Francis & Wei Wang, 2021. "Common Auditors and Private Bank Loans," Contemporary Accounting Research, John Wiley & Sons, vol. 38(1), pages 793-832, March.
    21. James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2023. "Leverage, influence, and the jackknife in clustered regression models: Reliable inference using summclust," Stata Journal, StataCorp LP, vol. 23(4), pages 942-982, December.
    22. Ferman, Bruno & Pinto, Cristine Campos de Xavier, 2015. "Inference in differences-in-differences with few treated groups and heteroskedasticity," Textos para discussão 406, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    23. James G. MacKinnon & Matthew D. Webb & Morten Ø. Nielsen, 2017. "Bootstrap And Asymptotic Inference With Multiway Clustering," Working Paper 1386, Economics Department, Queen's University.
    24. Gopinath, Gita & Boz, Emine & Casas, Camila & Díez, Federico J & Gourinchas, Pierre-Olivier & Plagborg-Møller, Mikkel, 2020. "Dominant Currency Paradigm," Department of Economics, Working Paper Series qt52b56456, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    25. Matthew D. Webb, 2014. "Reworking Wild Bootstrap Based Inference For Clustered Errors," Working Paper 1315, Economics Department, Queen's University.
    26. Joshua B. Miller & Adam Sanjurjo, 2018. "Surprised by the Hot Hand Fallacy? A Truth in the Law of Small Numbers," Econometrica, Econometric Society, vol. 86(6), pages 2019-2047, November.
    27. Tom Boot & Gianmaria Niccodemi & Tom Wansbeek, 2023. "Unbiased estimation of the OLS covariance matrix when the errors are clustered," Empirical Economics, Springer, vol. 64(6), pages 2511-2533, June.
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    29. Marianna BATTAGLIA & Bastien CHABÉ-FERRET & Lara LEBEDINSKI, 2021. "Segregation, fertility, and son preference: the case of the Roma in Serbia," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 87(2), pages 233-260, June.
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    32. Ulrich K. Müller, 2020. "A More Robust t-Test," Working Papers 2020-32, Princeton University. Economics Department..
    33. James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2020. "Wild Bootstrap and Asymptotic Inference with Multiway Clustering," CREATES Research Papers 2020-06, Department of Economics and Business Economics, Aarhus University.
    34. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
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    36. Raff, Konrad & Siming, Linus, 2019. "Knighthoods, damehoods, and CEO behaviour," Journal of Corporate Finance, Elsevier, vol. 59(C), pages 302-319.
    37. James G. MacKinnon & Morten {O}rregaard Nielsen & Matthew D. Webb, 2022. "Cluster-Robust Inference: A Guide to Empirical Practice," Papers 2205.03285, arXiv.org.
    38. James G. MacKinnon & Matthew D. Webb, 2017. "Pitfalls When Estimating Treatment Effects Using Clustered Data," Working Paper 1387, Economics Department, Queen's University.
    39. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    40. Samuel Bazzi & Matthew Gudgeon, 2017. "The Political Boundaries of Ethnic Divisions," Boston University - Department of Economics - Working Papers Series WP2018-005, Boston University - Department of Economics.
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    43. Gabriel Chodorow-Reich & Gita Gopinath & Prachi Mishra & Abhinav Narayanan, 2020. "Cash and the Economy: Evidence from India’s Demonetization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 57-103.
    44. Ng Cheuk Fai, 2022. "Robust Inference in High Dimensional Linear Model with Cluster Dependence," Papers 2212.05554, arXiv.org.
    45. James G. MacKinnon & Matthew D. Webb, 2015. "Wild Bootstrap Inference For Wildly Different Cluster Sizes," Working Paper 1314, Economics Department, Queen's University.
    46. Daniel Fetter, 2013. "The Home Front: Rent control and the rapid wartime increase in home ownership," Discussion Papers 13-005, Stanford Institute for Economic Policy Research.
    47. Nicola Limodio, 2016. "Media, Demonstrations, and Public Good Delivery: Evidence from World Bank Projects during Natural Disasters," STICERD - Economic Organisation and Public Policy Discussion Papers Series 62, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    48. Pfaff, Tobias & Hirata, Johannes, 2013. "Testing the Easterlin hypothesis with panel data: The dynamic relationship between life satisfaction and economic growth in Germany and in the UK," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79965, Verein für Socialpolitik / German Economic Association.
    49. Pötscher, Benedikt M. & Preinerstorfer, David, 2021. "Valid Heteroskedasticity Robust Testing," MPRA Paper 107420, University Library of Munich, Germany.
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    51. Bianca Polenzani & Chiara Riganelli & Andrea Marchini, 2020. "Sustainability Perception of Local Extra Virgin Olive Oil and Consumers’ Attitude: A New Italian Perspective," Sustainability, MDPI, vol. 12(3), pages 1-18, January.
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    55. Bergstrom,Katy Ann & Dodds,William & Robles Rios,Juan Carlos, 2022. "Welfare Analysis of Changing Notches: Evidence from Bolsa Família," Policy Research Working Paper Series 10117, The World Bank.
    56. Jungbin Hwang, 2017. "Simple and Trustworthy Cluster-Robust GMM Inference," Working papers 2017-19, University of Connecticut, Department of Economics, revised Aug 2020.
    57. Slawa Rokicki & Jessica Cohen & Günther Fink & Joshua A. Salomon & Mary Beth Landrum, 2018. "Inference with difference-in-differences with a small number of groups: a review, simulation study and empirical application using SHARE data," Working Papers 201802, Geary Institute, University College Dublin.
    58. von Hippel, Paul T. & Bellows, Laura & Osborne, Cynthia & Lincove, Jane Arnold & Mills, Nick, 2016. "Teacher quality differences between teacher preparation programs: How big? How reliable? Which programs are different?," Economics of Education Review, Elsevier, vol. 53(C), pages 31-45.
    59. Mmbaga, Nick A. & Lerman, Michael P. & Munyon, Timothy P. & Lanivich, Stephen E., 2023. "Juggling Act: Waged time investments and the health–wealth trade-off," Journal of Business Research, Elsevier, vol. 158(C).
    60. James G. MacKinnon, 2019. "How cluster-robust inference is changing applied econometrics," Working Paper 1413, Economics Department, Queen's University.
    61. Andreas Hagemann, 2019. "Permutation inference with a finite number of heterogeneous clusters," Papers 1907.01049, arXiv.org, revised Feb 2023.
    62. Daniel Oto-Peralías & Diego Romero-Ávila, 2016. "The economic consequences of the Spanish Reconquest: the long-term effects of Medieval conquest and colonization," Journal of Economic Growth, Springer, vol. 21(4), pages 409-464, December.
    63. Pfaffermayr, Michael, 2021. "Confidence intervals for the trade cost parameters of cross-section gravity models," Economics Letters, Elsevier, vol. 201(C).
    64. Jeffrey D. Michler & Anna Josephson, 2021. "Recent Developments in Inference: Practicalities for Applied Economics," Papers 2107.09736, arXiv.org.
    65. Andrew C. Johnston & Alexandre Mas, 2016. "Potential Unemployment Insurance Duration and Labor Supply: The Individual and Market-Level Response to a Benefit Cut," NBER Working Papers 22411, National Bureau of Economic Research, Inc.
    66. Hwang, Jungbin, 2021. "Simple and trustworthy cluster-robust GMM inference," Journal of Econometrics, Elsevier, vol. 222(2), pages 993-1023.
    67. Joshua B. Miller & Adam Sanjurjo, 2019. "Surprised by the Hot Hand Fallacy? A Truth in the Law of Small Numbers," Papers 1902.01265, arXiv.org.
    68. Nicolas Lagios & Pierre-Guillaume Méon, 2021. "Experts, Information, Reviews, and Coordination: Evidence on How Literary Prizes Affect Sales," Working Papers CEB 21-011, ULB -- Universite Libre de Bruxelles.
    69. Wenjie Wang & Yichong Zhang, 2021. "Wild Bootstrap for Instrumental Variables Regressions with Weak and Few Clusters," Papers 2108.13707, arXiv.org, revised Jan 2024.
    70. Jianghao Chu & Tae-Hwy Lee & Aman Ullah & Haifeng Xu, 2020. "Exact Distribution of the F-statistic under Heteroskedasticity of Unknown Form for Improved Inference," Working Papers 202027, University of California at Riverside, Department of Economics.
    71. Yalei Zhai & Hisaki Kono, 2021. "The poor receive less: Remittance behaviour of female migrants in Myanmar," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(5), pages 910-926, July.
    72. Tobias Pfaff & Johannes Hirata, 2013. "Testing the Easterlin Hypothesis with Panel Data: The Dynamic Relationship between Life Satisfaction and Economic Growth in Germany and the UK," SOEPpapers on Multidisciplinary Panel Data Research 554, DIW Berlin, The German Socio-Economic Panel (SOEP).
    73. Cong Cao & Markus Pauly & Frank Konietschke, 2020. "The Behrens–Fisher problem with covariates and baseline adjustments," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 83(2), pages 197-215, February.
    74. Zaremba, Adam & Kizys, Renatas & Aharon, David Y., 2021. "Volatility in International Sovereign Bond Markets: The role of government policy responses to the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 43(C).
    75. Alessie, Rob & Angelini, Viola & van den Berg, Gerard J. & Mierau, Jochen O. & Viluma, Laura, 2017. "Economic Conditions at Birth and Cardiovascular Disease Risk in Adulthood: Evidence from New Cohorts," IZA Discussion Papers 10810, Institute of Labor Economics (IZA).
    76. Heisig, Jan Paul & Schaeffer, Merlin & Giesecke, Johannes, 2017. "The Costs of Simplicity: Why Multilevel Models May Benefit from Accounting for Cross-Cluster Differences in the Effects of Controls," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 82(4), pages 796-827.
    77. Gulesci, Selim & Battaglia, Marianna & Madestam, Andreas, 2018. "Repayment Flexibility and Risk Taking: Experimental Evidence from Credit Contracts," CEPR Discussion Papers 13329, C.E.P.R. Discussion Papers.
    78. James G. MacKinnon & Matthew D. Webb, 2020. "When and How to Deal with Clustered Errors in Regression Models," Working Paper 1421, Economics Department, Queen's University.
    79. Morrison, Geoffrey M. & Lin Lawell, C.-Y. Cynthia, 2016. "Does employment growth increase travel time to work?: An empirical analysis using military troop movements," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 180-197.
    80. Tom Boot & Gianmaria Niccodemi & Tom Wansbeek, 2022. "Unbiased estimation of the OLS covariance matrix when the errors are clustered," Papers 2206.09644, arXiv.org.
    81. Marrazzo, Marco & Terzi, Alessio, 2017. "Structural reform waves and economic growth," Working Paper Series 2111, European Central Bank.
    82. Antoine A. Djogbenou & James G. MacKinnon & Morten Ø. Nielsen, 2017. "Validity Of Wild Bootstrap Inference With Clustered Errors," Working Paper 1383, Economics Department, Queen's University.
    83. Anna M. Wilke & Donald P. Green & Jasper Cooper, 2020. "A placebo design to detect spillovers from an education–entertainment experiment in Uganda," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(3), pages 1075-1096, June.
    84. Pfaff, Tobias & Hirata, Johannes, 2013. "Testing the Easterlin hypothesis with panel data: The dynamic relationship between life satisfaction and economic growth in Germany and in the UK," CIW Discussion Papers 4/2013, University of Münster, Center for Interdisciplinary Economics (CIW).
    85. Esteban Méndez-Chacón & Diana Van Patten, 2021. "Multinationals, Monopsony, and Local Development: Evidence from the United Fruit Company," Opportunity and Inclusive Growth Institute Working Papers 46, Federal Reserve Bank of Minneapolis.
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    87. Ulrich K. Mueller, 2020. "A More Robust t-Test," Papers 2007.07065, arXiv.org.
    88. Tripathy, Jagdish, 2020. "Cross-border effects of regulatory spillovers: Evidence from Mexico," Journal of International Economics, Elsevier, vol. 126(C).
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  49. Alberto Abadie & Guido W. Imbens & Fanyin Zheng, 2011. "Robust Inference for Misspecified Models Conditional on Covariates," NBER Working Papers 17442, National Bureau of Economic Research, Inc.

    Cited by:

    1. Patrick M. Kline, 2014. "A Note on Variance Estimation for the Oaxaca Estimator of Average Treatment Effects," NBER Working Papers 19784, National Bureau of Economic Research, Inc.
    2. Angrist, Joshua & Rokkanen, Miikka, 2013. "Wanna Get Away? RD Identification Away from the Cutoff," IZA Discussion Papers 7429, Institute of Labor Economics (IZA).

  50. Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesar, 2010. "Clustering, Spatial Correlations and Randomization Inference," NBER Working Papers 15760, National Bureau of Economic Research, Inc.

    Cited by:

    1. James G. MacKinnon & Matthew D. Webb, 2019. "Randomization Inference For Difference-in-differences With Few Treated Clusters," Working Paper 1355, Economics Department, Queen's University.
    2. Dasgupta, Susmita & Hossain, Md. Moqbul & Huq, Mainul & Wheeler, David, 2018. "Climate Change, Salinization and High-Yield Rice Production in Coastal Bangladesh," Agricultural and Resource Economics Review, Cambridge University Press, vol. 47(1), pages 66-89, April.
    3. F. Coelli & P. Manasse, 2014. "The impact of floods on firms' performance," Working Papers wp946, Dipartimento Scienze Economiche, Universita' di Bologna.
    4. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    5. Hanlon, W. Walker & Miscio, Antonio, 2017. "Agglomeration: A long-run panel data approach," Journal of Urban Economics, Elsevier, vol. 99(C), pages 1-14.
    6. Jackie Yenerall & Wen You & Jennie Hill, 2017. "Investigating the Spatial Dimension of Food Access," IJERPH, MDPI, vol. 14(8), pages 1-15, August.
    7. Chen, Daniel L. & Yeh, Susan, 2022. "How do rights revolutions occur? Free speech and the first amendment," TSE Working Papers 22-1396, Toulouse School of Economics (TSE).
    8. Marco Francesconi & Jonathan James, 2022. "Alcohol Price Floors and Externalities: The Case of Fatal Road Crashes," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(4), pages 1118-1156, September.
    9. Holger Breinlich & Gianmarco I. P. Ottaviano & Jonathan R. W. Temple, 2013. "Regional Growth and Regional Decline," CEP Discussion Papers dp1232, Centre for Economic Performance, LSE.
    10. Steve Gibbons & Henry G. Overman & Eleonora Patacchini, 2014. "Spatial Methods," SERC Discussion Papers 0162, Centre for Economic Performance, LSE.
    11. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," NBER Working Papers 24003, National Bureau of Economic Research, Inc.
    12. Brewer Mike & Crossley Thomas F. & Joyce Robert, 2018. "Inference with Difference-in-Differences Revisited," Journal of Econometric Methods, De Gruyter, vol. 7(1), pages 1-16, January.
    13. Susan Athey & Dean Eckles & Guido W. Imbens, 2015. "Exact P-values for Network Interference," NBER Working Papers 21313, National Bureau of Economic Research, Inc.
    14. Bruno Ferman, 2019. "Inference in Difference-in-Differences: How Much Should We Trust in Independent Clusters?," Papers 1909.01782, arXiv.org, revised Sep 2022.
    15. Ludo Peeters & Eloi Schreurs & Steven Passel, 2017. "Heterogeneous Impact of Soil Contamination on Farmland Prices in the Belgian Campine Region: Evidence from Unconditional Quantile Regressions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(1), pages 135-168, January.
    16. van der Windt, Peter Cornelis & Humphreys, Macartan, 2020. "Crowdseeding in Eastern Congo: Using Cell Phones to Collect Conflict Events Data in Real Time," SocArXiv u3mvf, Center for Open Science.
    17. Jisang Yu & Nelson B. Villoria & Nathan P. Hendricks, 2020. "The Incidence of Foreign Market Accessibility on Farmland Rental Rates," NBER Working Papers 27180, National Bureau of Economic Research, Inc.
    18. Michael P. Leung, 2020. "Dependence-Robust Inference Using Resampled Statistics," Papers 2002.02097, arXiv.org, revised Aug 2021.
    19. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    20. David Wheeler & Dan Hammer & Robin Kraft & Susmita Dasgupta & Brian Blankespoor, 2011. "Economic Dynamics and Forest Clearing: A Spatial Econometric Analysis for Indonesia," Working Papers id:4672, eSocialSciences.
    21. Minkyu Shin & Jiwoong Shin & Soheil Ghili & Jaehwan Kim, 2023. "The Impact of the Gig Economy on Product Quality Through the Labor Market: Evidence from Ridesharing and Restaurant Quality," Management Science, INFORMS, vol. 69(5), pages 2620-2638, May.
    22. Lugovskyy, Volodymyr & Skiba, Alexandre, 2015. "How geography affects quality," Journal of Development Economics, Elsevier, vol. 115(C), pages 156-180.
    23. Bertocchi, Graziella & Dimico, Arcangelo, 2015. "The long-term determinants of female HIV infection in Africa: The slave trade, polygyny, and sexual behavior," QUCEH Working Paper Series 15-04, Queen's University Belfast, Queen's University Centre for Economic History.
    24. Chang, Tom Y. & Jacobson, Mireille, 2017. "Going to pot? The impact of dispensary closures on crime," Journal of Urban Economics, Elsevier, vol. 100(C), pages 120-136.
    25. MOTOHASHI Kazuyuki & ZHAO Qiuhan, 2023. "University as a Knowledge Source of Innovation: A spatial analysis of the impact on local high-tech startup creation," Discussion papers 23027, Research Institute of Economy, Trade and Industry (RIETI).
    26. Chen, Daniel L. & Sethi, Jasmin, 2016. "Insiders, Outsiders, and Involuntary Unemployment: Sexual Harrassment Exacerbates Gender Inequality," TSE Working Papers 16-687, Toulouse School of Economics (TSE).
    27. Bobonis, Gustavo J. & Stabile, Mark & Tovar, Leonardo, 2020. "Military training exercises, pollution, and their consequences for health," Journal of Health Economics, Elsevier, vol. 73(C).
    28. Yingfei Mu & Edward A. Rubin & Eric Zou, 2021. "What’s Missing in Environmental (Self-)Monitoring: Evidence from Strategic Shutdowns of Pollution Monitors," NBER Working Papers 28735, National Bureau of Economic Research, Inc.
    29. Liran Einav & Jonathan Levin, 2014. "The Data Revolution and Economic Analysis," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 1-24.
    30. Schechter, Laura & Vasudevan, Srinivasan, 2023. "Persuading voters to punish corrupt vote-buying candidates: Experimental evidence from a large-scale radio campaign in India," Journal of Development Economics, Elsevier, vol. 160(C).
    31. David Powell, 2017. "Inference with Correlated Clusters," Working Papers WR-1137-1, RAND Corporation.
    32. Pablo Casas-Arce & Albert Saiz, 2015. "Women and Power: Unpopular, Unwilling, or Held Back?," Journal of Political Economy, University of Chicago Press, vol. 123(3), pages 641-669.
    33. Baylis, Kathy & Ham, Andres, 2015. "How important is spatial correlation in randomized controlled trials?," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205586, Agricultural and Applied Economics Association.
    34. Johannes W. Ligtenberg, 2023. "Inference in IV models with clustered dependence, many instruments and weak identification," Papers 2306.08559, arXiv.org, revised Mar 2024.
    35. John Gibson & Bonggeun Kim & Susan Olivia, 2010. "Can We Trust Cluster-Corrected Standard Errors? An Application of Spatial Autocorrelation with Exact Locations Known," Working Papers in Economics 10/07, University of Waikato.
    36. Chabé-Ferret, Sylvain & Reynaud, Arnaud & Tène, Eva, 2021. "Water Quality, Policy Diffusion Effects and Farmers’ Behavior," TSE Working Papers 21-1229, Toulouse School of Economics (TSE).
    37. Gregor Pfeifer & Mirjam Reutter & Kristina Strohmaier, 2020. "Goodbye Smokers’ Corner: Health Effects of School Smoking Bans," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 1068-1104.
    38. Hugh Gravelle & Rita Santos & Luigi Siciliani & Rosalind Goudie, 2012. "Hospital Quality Competition Under Fixed Prices," Working Papers 080cherp, Centre for Health Economics, University of York.
    39. Chen, Daniel L. & Levonyan, Vardges & Yeh, Susan, 2016. "Policies Affect Preferences: Evidence from Random Variation in Abortion Jurisprudence," TSE Working Papers 16-723, Toulouse School of Economics (TSE).
    40. Ben Yishay, Ariel & Fraker, Andrew & Guiteras, Raymond & Palloni, Giordano & Shah, Neil Buddy & Shirrell, Stuart & Wang, Paul, 2017. "Microcredit and willingness to pay for environmental quality: Evidence from a randomized-controlled trial of finance for sanitation in rural Cambodia," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 121-140.
    41. Yu, Jisang & Villoria, Nelson B. & Hendricks, Nathan P., 2022. "The incidence of foreign market tariffs on farmland rental rates," Food Policy, Elsevier, vol. 112(C).
    42. Birthal, Pratap S. & Hazrana, Jaweriah & Negi, Digvijay S. & Mishra, Ashok K., 2022. "Assessing benefits of crop insurance vis-a-vis irrigation in Indian agriculture," Food Policy, Elsevier, vol. 112(C).
    43. Dasgupta, Susmita & Hammer, Dan & Kraft, Robin & Wheeler, David, 2012. "Vyaghranomics in space and time : estimating habitat threats for Bengal, Indochinese, Malayan and Sumatran tigers," Policy Research Working Paper Series 6212, The World Bank.
    44. Dekker, Vincent & Strohmaier, Kristina, 2017. "The effect of transfer pricing regulations on intra-industry trade," Hohenheim Discussion Papers in Business, Economics and Social Sciences 32-2017, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    45. Bruno Ferman, 2019. "Assessing Inference Methods," Papers 1912.08772, arXiv.org, revised Oct 2022.
    46. Walker Hanlon & Antonio Miscio, 2014. "Agglomeration: A Dynamic Approach," NBER Working Papers 20728, National Bureau of Economic Research, Inc.
    47. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2014. "Finite Population Causal Standard Errors," NBER Working Papers 20325, National Bureau of Economic Research, Inc.
    48. Gustavo J. Bobonis & Mark Stabile & Leonardo Tovar, 2016. "Bombs and Babies: US Navy Bombing Activity and Infant Health in Vieques, Puerto Rico," NBER Working Papers 22909, National Bureau of Economic Research, Inc.
    49. Dasgupta, Susmita & Hossain, Md. Moqbul & Huq, Mainul & Wheeler, David, 2014. "Climate change, soil salinity, and the economics of high-yield rice production in coastal Bangladesh," Policy Research Working Paper Series 7140, The World Bank.
    50. Singh, Tejendra Pratap & Visaria, Sujata, 2021. "Up in the Air: Air Pollution and Crime – Evidence from India," SocArXiv hs4xj, Center for Open Science.
    51. Humphreys, Macartan & de la Sierra, Raúl Sánchez & der Windt, Peter Van, 2019. "Exporting democratic practices: Evidence from a village governance intervention in Eastern Congo," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 140, pages 279-301.
    52. James G. MacKinnon & Matthew D. Webb, 2020. "When and How to Deal with Clustered Errors in Regression Models," Working Paper 1421, Economics Department, Queen's University.
    53. Daniel L. Chen & Susan Yeh, 2023. "How do rights revolutions occur? Free speech and the first amendment," Working Papers hal-03921964, HAL.
    54. Humphreys, Macartan & Sánchez de la Sierra, Raúl & Van der Windt, Peter, 2019. "Exporting democratic practices: Evidence from a village governance intervention in Eastern Congo," Journal of Development Economics, Elsevier, vol. 140(C), pages 279-301.
    55. Chen, Daniel L., 2018. "Judicial Analytics and the Great Transformation of American Law," TSE Working Papers 18-974, Toulouse School of Economics (TSE).
    56. Mark Partridge & Sydney Schreiner & Alexandra Tsvetkova & Carlianne Elizabeth Patrick, 2020. "The Effects of State and Local Economic Incentives on Business Start-Ups in the United States: County-Level Evidence," Economic Development Quarterly, , vol. 34(2), pages 171-187, May.
    57. Song, Young Chul & Son, Sung Hyun, 2020. "Identifying the impact of geographical proximity on spillover effect of FDI: The evidence from Indian local firms’ performance gains," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    58. Shanjun Li & Ramanan Laxminarayan, 2015. "Are Physicians' Prescribing Decisions Sensitive to Drug Prices? Evidence from a Free‐antibiotics Program," Health Economics, John Wiley & Sons, Ltd., vol. 24(2), pages 158-174, February.
    59. Chen, Daniel L. & Yeh, Susan, 2016. "Government Expropriation Increases Economic Growth and Racial Inequality: Evidence from Eminent Domain," IAST Working Papers 16-46, Institute for Advanced Study in Toulouse (IAST).
    60. Adam Brzezinski & Valentin Kecht & David Van Dijcke & Austin L. Wright, 2020. "Belief in Science Influences Physical Distancing in Response to COVID-19 Lockdown Policies," Working Papers 2020-56, Becker Friedman Institute for Research In Economics.
    61. Chen, Daniel L., 2018. "Judicial Analytics and the Great Transformation of American Law," IAST Working Papers 18-87, Institute for Advanced Study in Toulouse (IAST).
    62. Chen, Daniel L. & Yeh, Susan, 2016. "How Do Rights Revolutions Occur? Free Speech and the First Amendment," TSE Working Papers 16-705, Toulouse School of Economics (TSE).
    63. Hu, Zihan & Li, Teng, 2019. "Too hot to handle: The effects of high temperatures during pregnancy on adult welfare outcomes," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 236-253.
    64. Mangrum, Daniel, 2022. "Personal finance education mandates and student loan repayment," Journal of Financial Economics, Elsevier, vol. 146(1), pages 1-26.
    65. Peter Van der Windt & Macartan Humphreys, 2016. "Crowdseeding in Eastern Congo," Journal of Conflict Resolution, Peace Science Society (International), vol. 60(4), pages 748-781, June.
    66. Singh, Tejendra Pratap, 2022. "Beyond The Haze: Air Pollution and Student Absenteeism - Evidence from India," OSF Preprints pcva2, Center for Open Science.
    67. Rafael Becerril-Arreola & Randolph E. Bucklin & Raphael Thomadsen, 2021. "Effects of Income Distribution Changes on Assortment Size in the Mainstream Grocery Channel," Management Science, INFORMS, vol. 67(9), pages 5878-5900, September.

  51. Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2010. "Measuring the Effects of Segregation in the Presence of Social Spillovers: A Nonparametric Approach," NBER Working Papers 16499, National Bureau of Economic Research, Inc.

    Cited by:

    1. Huber, Martin & Steinmayr, Andreas, 2017. "A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects," IZA Discussion Papers 10648, Institute of Labor Economics (IZA).
    2. Xavier d'Haultfoeuille & Roland Rathelot, 2011. "Measuring Segregation on Small Units : A Partial Identification Analysis," Working Papers 2011-18, Center for Research in Economics and Statistics.
    3. Jonas Hjort, 2013. "Ethnic Divisions and Production in Firms," CESifo Working Paper Series 4449, CESifo.
    4. Ulrike Unterhofer, 2022. "Peer Effects in Labor Market Training," Papers 2211.12366, arXiv.org, revised Jun 2023.
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    5. Eric Bettinger & Oded Gurantz & Laura Kawano & Bruce Sacerdote, 2016. "The Long Run Impacts of Merit Aid: Evidence from California’s Cal Grant," NBER Working Papers 22347, National Bureau of Economic Research, Inc.
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    823. Akyol, Pelin & Kirdar, Murat Güray, 2020. "Does Education Really Cause Domestic Violence? Replication and Reappraisal of "For Better or For Worse? Education and the Prevalence of Domestic Violence in Turkey"," IZA Discussion Papers 14001, Institute of Labor Economics (IZA).
    824. Bernardo P. Schettini & Rafael Terra, 2020. "Electoral incentives and Public Employees’ Retirement Systems in Brazilian municipalities," Public Choice, Springer, vol. 184(1), pages 79-103, July.
    825. Erin E. Smith, 2019. "Are Antitakeover Amendments Good for Shareholders? Evidence from the Adoption of Antitakeover Provisions in the Post-SOX Era," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 9(04), pages 1-40, December.
    826. Dykstra, Sarah & Glassman, Amanda & Kenny, Charles & Sandefur, Justin, 2019. "Regression discontinuity analysis of Gavi's impact on vaccination rates," Journal of Development Economics, Elsevier, vol. 140(C), pages 12-25.
    827. Arisi, Diego & Cortés, Alix & Delic, Diego & Rossi, Martín, 2022. "Knowledge for Results and the Efficiency of Public Agencies in Colombia," IDB Publications (Working Papers) 12007, Inter-American Development Bank.
    828. Marta Curto-Grau (Universitat de Barcelona) & Albert Sole-Olle (Universitat de Barcelona) & Pilar Sorribas-Navarro(Universitat de Barcelona), 2012. "Partisan targeting of inter-governmental transfers & state interference in local elections: evidence from Spain," Working Papers in Economics 288, Universitat de Barcelona. Espai de Recerca en Economia.
    829. Nadiia Matsiuk, 2022. "Thrive, survive, or perish: The impact of regional autonomy on the demographic dynamics of Italian Alpine territories," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1512-1558, November.
    830. Rahman, Mohammad Mahbubur & Pallikadavath, Saseendran, 2018. "How much do conditional cash transfers increase the utilization of maternal and child health care services? New evidence from Janani Suraksha Yojana in India," Economics & Human Biology, Elsevier, vol. 31(C), pages 164-183.
    831. Leandro M. de Magalhães, 2011. "Political Parties and the Tax Level in the American States: A Regression Discontinuity Design," Bristol Economics Discussion Papers 11/622, School of Economics, University of Bristol, UK.
    832. Freddy A. Pinzón-Puerto & Mauricio Villamizar-Villegas, 2023. "Do Actions Speak Louder than Words? A Foreign Exchange Intervention Analysis," Borradores de Economia 1223, Banco de la Republica de Colombia.
    833. Bruce, Donald J. & Carruthers, Celeste K., 2014. "Jackpot? The impact of lottery scholarships on enrollment in Tennessee," Journal of Urban Economics, Elsevier, vol. 81(C), pages 30-44.
    834. Tuvaandorj, Purevdorj, 2020. "Regression discontinuity designs, white noise models, and minimax," Journal of Econometrics, Elsevier, vol. 218(2), pages 587-608.
    835. Ghaly, Mohamed & Kostakis, Alexandros & Stathopoulos, Konstantinos, 2021. "The (non-) effect of labor unionization on firm risk: Evidence from the options market," Journal of Corporate Finance, Elsevier, vol. 66(C).
    836. Anna Alberini & Massimo Filippini & Markus Bareit, 2014. "Does the Swiss Car Market Reward Fuel Efficient Cars? Evidence from Hedonic Pricing Regressions, Matching and a Regression Discontinuity Design," CER-ETH Economics working paper series 14/190, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    837. Grieve Chelwa & Mashekwa Maboshe & Miquel Pellicer, 2018. "Teacher pay and educational outcomes: Evidence from the rural hardship allowance in Zambia," Working Papers 764, Economic Research Southern Africa.
    838. Ahmet Alkan & Sinan Sarpça & Sinan Sarpca, 2023. "Effects of High-Achieving Peers: Findings from a National High School Assignment System," CESifo Working Paper Series 10794, CESifo.
    839. Daniel Bradley & Incheol Kim & Xuan Tian, 2017. "Do Unions Affect Innovation?," Management Science, INFORMS, vol. 63(7), pages 2251-2271, July.
    840. Timo Lehmann & Matthias Weber, 2023. "Auctions versus bookbuilding: The effects of IPO regulation in Japan," The Financial Review, Eastern Finance Association, vol. 58(1), pages 117-141, February.
    841. Sam Asher & Paul Novosad, 2017. "Politics and Local Economic Growth: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 9(1), pages 229-273, January.
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    843. Yingying Dong & Michal Kolesár, 2023. "When can we ignore measurement error in the running variable?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 735-750, August.
    844. Booij, Adam S. & Haan, Ferry & Plug, Erik, 2017. "Can Gifted and Talented Education Raise the Academic Achievement of All High-Achieving Students?," IZA Discussion Papers 10836, Institute of Labor Economics (IZA).
    845. Will Dobbie & Roland G. Fryer, Jr, 2011. "The Impact of Youth Service on Future Outcomes: Evidence from Teach For America," NBER Working Papers 17402, National Bureau of Economic Research, Inc.
    846. Miguel Ángel Borrella Mas & Mariano Bosch Mossi & Marcello Sartarelli, 2016. "Non-Contributory Pensions Number-Gender Effects on Poverty and Household Decisions," Working Papers. Serie AD 2016-02, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    847. Erasmo Giambona & Rafael P. Ribas, 2023. "Unveiling the Price of Obscenity: Evidence From Closing Prostitution Windows in Amsterdam," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(3), pages 677-705, June.
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    849. Gaviria Garcés, Carlos Felipe & De la Mata, Dolores, 2016. "Losing health insurance when young: Impacts on usage of medical services and health in Colombia," Papeles en Salud 15113, Ministerio de Salud y Protección Social.
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    852. Albanese, Giuseppe & Carrieri, Vincenzo & Speziali, Maria Maddalena, 2021. "Looking for a Star: Evaluating the Effect of the Cohesion Policy on Regional Well-Being," IZA Discussion Papers 14521, Institute of Labor Economics (IZA).
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    1. Riccardo Crescenzi & Max Nathan & Andrés Rodríguez-Pose, 2014. "Do Inventors Talk to Strangers? On Proximity and Collaborative Knowledge Creation," SERC Discussion Papers 0153, Centre for Economic Performance, LSE.
    2. Yingyao Hu & Zhongjian Lin, 2018. "Misclassification and the hidden silent rivalry," CeMMAP working papers CWP12/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    3. Patacchini, Eleonora & Battaglini, Marco & Rainone, Edoardo, 2019. "Endogenous Social Connections in Legislatures," CEPR Discussion Papers 13845, C.E.P.R. Discussion Papers.
    4. Marc Henry & Ismael Mourifie, 2011. "Euclidean Revealed Preferences: Testing the Spatial Voting Model," CIRJE F-Series CIRJE-F-822, CIRJE, Faculty of Economics, University of Tokyo.
    5. Yannis Ioannides, 2015. "Endogenous Social Networks and Inequality in an Intergenerational Setting," Discussion Papers Series, Department of Economics, Tufts University 0814, Department of Economics, Tufts University.
    6. Bryan S. Graham, 2015. "An econometric model of link formation with degree heterogeneity," CeMMAP working papers CWP43/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    7. Berliant, Marcus & Watanabe, Hiroki, 2016. "A Scale-Free Transportation Network Explains the City-Size Distribution," MPRA Paper 72790, University Library of Munich, Germany.
    8. Bryan S. Graham, 2016. "Homophily and Transitivity in Dynamic Network Formation," NBER Working Papers 22186, National Bureau of Economic Research, Inc.
    9. Bryan S. Graham, 2017. "An econometric model of network formation with degree heterogeneity," CeMMAP working papers 08/17, Institute for Fiscal Studies.
    10. Tim Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2018. "Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement," CESifo Working Paper Series 6896, CESifo.
    11. Gonzalo Vazquez-Bare, 2017. "Identification and Estimation of Spillover Effects in Randomized Experiments," Papers 1711.02745, arXiv.org, revised Jan 2022.
    12. Jeremy T. Fox & David H. Hsu & Chenyu Yang, 2012. "Unobserved Heterogeneity in Matching Games with an Application to Venture Capital," NBER Working Papers 18168, National Bureau of Economic Research, Inc.
    13. Eunae Yoo & Elliot Rabinovich & Bin Gu, 2020. "The Growth of Follower Networks on Social Media Platforms for Humanitarian Operations," Production and Operations Management, Production and Operations Management Society, vol. 29(12), pages 2696-2715, December.
    14. HOSHINO Tadao & SHIMAMOTO Daichi & TODO Yasuyuki, 2017. "Accounting for Heterogeneity in Network Formation Behavior: An application to Vietnamese SMEs," Discussion papers 17023, Research Institute of Economy, Trade and Industry (RIETI).
    15. Chih-Sheng Hsieh & Michael D. Konig & Xiaodong Liu, 2022. "A Structural Model for the Coevolution of Networks and Behavior," The Review of Economics and Statistics, MIT Press, vol. 104(2), pages 355-367, May.
    16. Áureo de Paula & Seth Richards-Shubik & Elie Tamer, 2017. "Identifying preferences in networks with bounded degree," CeMMAP working papers CWP35/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    17. Gualdani, Cristina, 2021. "An econometric model of network formation with an application to board interlocks between firms," Journal of Econometrics, Elsevier, vol. 224(2), pages 345-370.
    18. Angelo Mele, 2010. "A Structural Model of Segregation in Social Networks," Working Papers 10-16, NET Institute.
    19. Hojin Jung & Georgia Kosmopoulou & Robert Press & Richard Sicotte, 2022. "Subcontracting and the incidence of change orders in procurement contracts," Economic Inquiry, Western Economic Association International, vol. 60(1), pages 247-264, January.
    20. Jinkins, David Carson, 2014. "Conspicuous Consumption in the United States and China," IZA Discussion Papers 8323, Institute of Labor Economics (IZA).
    21. Bryan S. Graham, 2017. "An econometric model of network formation with degree heterogeneity," CeMMAP working papers CWP08/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    22. Dakshina Garfield De Silva & Marina Gertsberg & Georgia Kosmopoulou & Rachel Pownall, 2017. "Dealer Networks in the World of Art," Working Papers 198144199, Lancaster University Management School, Economics Department.
    23. Áureo de Paula, 2016. "Econometrics of network models," CeMMAP working papers 06/16, Institute for Fiscal Studies.
    24. Matthew O. Jackson, 2014. "Networks in the Understanding of Economic Behaviors," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 3-22, Fall.
    25. Áureo de Paula & Seth Richards-Shubik & Elie Tamer, 2015. "Identification of preferences in network formation games," CeMMAP working papers 29/15, Institute for Fiscal Studies.
    26. Annalisa Caloffi & Marco Mariani & Fabrizia Mealli, 2013. "What kinds of R&D consortia enhance SMEs productivity? Evidence from a small-business innovation policy," "Marco Fanno" Working Papers 0172, Dipartimento di Scienze Economiche "Marco Fanno".
    27. Bryan S. Graham, 2014. "Methods of Identification in Social Networks," NBER Working Papers 20414, National Bureau of Economic Research, Inc.
    28. Zenou, Yves & Topa, Giorgio, 2014. "Neighborhood and Network Effects," CEPR Discussion Papers 10126, C.E.P.R. Discussion Papers.
    29. Vincent Boucher & Bernard Fortin, 2015. "Some Challenges in the Empirics of the Effects of Networks," Cahiers de recherche 1504, CIRPEE.
    30. Leung, Michael P., 2015. "Two-step estimation of network-formation models with incomplete information," Journal of Econometrics, Elsevier, vol. 188(1), pages 182-195.
    31. Matthew O. Jackson & Brian Rogers & Yves Zenou, 2016. "The Economic Consequences of Social Network Structure," Monash Economics Working Papers 45-16, Monash University, Department of Economics.
    32. Matthew O. Jackson & Brian W. Rogers & Yves Zenou, 2016. "Networks: An Economic Perspective," Papers 1608.07901, arXiv.org.
    33. Bryan S. Graham, 2019. "Network Data," Papers 1912.06346, arXiv.org.
    34. Yoshiyuki ARATA & Philipp MUNDT, 2019. "Topology and Formation of Production Input Interlinkages: Evidence from Japanese microdata," Discussion papers 19027, Research Institute of Economy, Trade and Industry (RIETI).
    35. Chih‐Sheng Hsieh & Lung‐Fei Lee & Vincent Boucher, 2020. "Specification and estimation of network formation and network interaction models with the exponential probability distribution," Quantitative Economics, Econometric Society, vol. 11(4), pages 1349-1390, November.
    36. Miyauchi, Yuhei, 2016. "Structural estimation of pairwise stable networks with nonnegative externality," Journal of Econometrics, Elsevier, vol. 195(2), pages 224-235.
    37. Sida Peng, 2019. "Heterogeneous Endogenous Effects in Networks," Papers 1908.00663, arXiv.org.
    38. Vincent Boucher, 2014. "Conformism and Self-Selection in Social Networks," Cahiers de recherche 1424, CIRPEE.
    39. Hulya Eraslan & Xun Tang, 2018. "Identification and Estimation of Large Network Games with Private Link Information," Koç University-TUSIAD Economic Research Forum Working Papers 1809, Koc University-TUSIAD Economic Research Forum.
    40. Bryan S. Graham, 2015. "An econometric model of link formation with degree heterogeneity," CeMMAP working papers 43/15, Institute for Fiscal Studies.
    41. Vincent Boucher, 2015. "Structural Homophily," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(1), pages 235-264, February.
    42. Harsh Gupta & Mason A. Porter, 2020. "Mixed Logit Models and Network Formation," Papers 2006.16516, arXiv.org, revised Aug 2022.
    43. Nikhil Agarwal, 2014. "An Empirical Model of the Medical Match," NBER Working Papers 20767, National Bureau of Economic Research, Inc.
    44. Juan Nelson Mart'inez Dahbura & Shota Komatsu & Takanori Nishida & Angelo Mele, 2021. "A Structural Model of Business Card Exchange Networks," Papers 2105.12704, arXiv.org, revised Aug 2021.
    45. Fershtman, Chaim & Persitz, Dotan, 2018. "Social Clubs and Social Networks," CEPR Discussion Papers 12874, C.E.P.R. Discussion Papers.
    46. James Tybout & David Jinkins & Daniel Yi Xu & Jonathan Eaton, 2016. "Two-sided Search in International Markets," 2016 Meeting Papers 973, Society for Economic Dynamics.
    47. Eraslan, Hulya & Tang, Xun, 2017. "Identification and Estimation of Large Network Games with Private Link Information," Working Papers 17-002, Rice University, Department of Economics.
    48. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    49. Shuyang Sheng, 2020. "A Structural Econometric Analysis of Network Formation Games Through Subnetworks," Econometrica, Econometric Society, vol. 88(5), pages 1829-1858, September.
    50. Bryan S. Graham, 2016. "Homophily and transitivity in dynamic network formation," CeMMAP working papers 16/16, Institute for Fiscal Studies.
    51. Arun Advani & Bansi Malde, 2014. "Empirical methods for networks data: social effects, network formation and measurement error," IFS Working Papers W14/34, Institute for Fiscal Studies.
    52. Tiziano Arduini & Eleonora Patacchini & Edoardo Rainone, 2015. "Parametric and Semiparametric IV Estimation of Network Models with Selectivity," EIEF Working Papers Series 1509, Einaudi Institute for Economics and Finance (EIEF), revised Oct 2015.
    53. Kline, Brendan, 2015. "Identification of complete information games," Journal of Econometrics, Elsevier, vol. 189(1), pages 117-131.
    54. Michael P. Leung, 2020. "Treatment and Spillover Effects Under Network Interference," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 368-380, May.
    55. Bryan S. Graham, 2019. "Network Data," CeMMAP working papers CWP71/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    56. Ben Golub & Yair Livne, 2010. "Strategic Random Networks," Working Papers 10-21, NET Institute.
    57. Leung, Michael P., 2019. "A weak law for moments of pairwise stable networks," Journal of Econometrics, Elsevier, vol. 210(2), pages 310-326.
    58. Todd Stinebrickner & Ralph Stinebrickner & Nirav Mehta & Timothy Conley, 2015. "How social interactions determine input choices and outcomes in equilibrium: Evidence from a model of study time and academic achievement," 2015 Meeting Papers 1175, Society for Economic Dynamics.
    59. Fan Zhou & Kunpeng Zhang & Bangying Wu & Yi Yang & Harry Jiannan Wang, 2021. "Unifying Online and Offline Preference for Social Link Prediction," INFORMS Journal on Computing, INFORMS, vol. 33(4), pages 1400-1418, October.
    60. Michael P. Leung & Hyungsik Roger Moon, 2019. "Normal Approximation in Large Network Models," Papers 1904.11060, arXiv.org, revised Feb 2023.
    61. Zenou, Yves, 2012. "Networks in Economics," CEPR Discussion Papers 9021, C.E.P.R. Discussion Papers.

  54. Hotz, V. Joseph & Crump, Richard K. & Mitnik, Oscar A. & Imbens, Guido, 2009. "Dealing with Limited Overlap in Estimation of Average Treatment Effects," Scholarly Articles 3007645, Harvard University Department of Economics.

    Cited by:

    1. Hällsten, Martin, 2012. "Is it ever too late to study? The economic returns on late tertiary degrees in Sweden," Economics of Education Review, Elsevier, vol. 31(1), pages 179-194.
    2. Heiler, Phillip & Kazak, Ekaterina, 2021. "Valid inference for treatment effect parameters under irregular identification and many extreme propensity scores," Journal of Econometrics, Elsevier, vol. 222(2), pages 1083-1108.
    3. Gonzalez, Felipe & Prem, Mounu & von Dessauer, Cristine, 2023. "Empowerment or Indoctrination? Women Centers Under Dictatorship," SocArXiv 64mf9, Center for Open Science.
    4. Heid, Benedikt & Márquez-Ramos, Laura, 2023. "International environmental agreements and imperfect enforcement: Evidence from CITES," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    5. Tarjei Havnes & Magne Mogstad, 2009. "No Child Left Behind. Universal Child Care and Children's Long-Run Outcomes," Discussion Papers 582, Statistics Norway, Research Department.
    6. Black, Dan A. & Joo, Joonhwi & LaLonde, Robert & Smith, Jeffrey A. & Taylor, Evan J., 2022. "Simple Tests for Selection: Learning More from Instrumental Variables," Labour Economics, Elsevier, vol. 79(C).
    7. Tarek Azzam & Michael Bates & David Fairris, 2020. "Do Learning Communities Increase First Year College Retention? Testing Sample Selection and External Validity of Randomized Control Trials," Working Papers 202022, University of California at Riverside, Department of Economics, revised Jul 2020.
    8. Miguel Cantillo, 2015. "Dynamic Investment with Adverse Selection and Moral Hazard," Working Papers 201501, Universidad de Costa Rica, revised Mar 2015.
    9. Gary King & Christopher Lucas & Richard A. Nielsen, 2017. "The Balance‐Sample Size Frontier in Matching Methods for Causal Inference," American Journal of Political Science, John Wiley & Sons, vol. 61(2), pages 473-489, April.
    10. Bernard Black & José-Antonio Espín-Sánchez & Eric French & Kate Litvak, 2017. "The Long-Term Effect of Health Insurance on Near-Elderly Health and Mortality," American Journal of Health Economics, MIT Press, vol. 3(3), pages 281-311, Summer.
    11. Hill, Matthew J. & Maestas, Nicole & Mullen, Kathleen J., 2016. "Employer accommodation and labor supply of disabled workers," Labour Economics, Elsevier, vol. 41(C), pages 291-303.
    12. Tamara Bischof & Boris Kaiser, 2019. "Who Cares When You Close Down? The Effects of Primary Care Practice Closures on Patients," Diskussionsschriften dp1907, Universitaet Bern, Departement Volkswirtschaft.
    13. Marco Caliendo & Steffen Künn, 2010. "Start-up Subsidies for the Unemployed: Long-Term Evidence and Effect Heterogeneity," Discussion Papers of DIW Berlin 985, DIW Berlin, German Institute for Economic Research.
    14. Daniel Burkhard & Christian Schmid & Kaspar W thrich, 2015. "Financial incentives and physician prescription behavior: Evidence from dispensing regulations," Diskussionsschriften dp1511, Universitaet Bern, Departement Volkswirtschaft.
    15. Michael Lechner & Anthony Strittmatter, 2019. "Practical procedures to deal with common support problems in matching estimation," Econometric Reviews, Taylor & Francis Journals, vol. 38(2), pages 193-207, February.
    16. Dettmann, Eva & Becker, Claudia & Schmeißer, Christian, 2010. "Is there a Superior Distance Function for Matching in Small Samples?," IWH Discussion Papers 3/2010, Halle Institute for Economic Research (IWH).
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    2. Chi Liao, 2023. "Risk‐taking begets risk‐taking: Evidence from casino openings and investor portfolios," The Financial Review, Eastern Finance Association, vol. 58(1), pages 143-165, February.
    3. Brantly Callaway, 2020. "Bounds on Distributional Treatment Effect Parameters using Panel Data with an Application on Job Displacement," Papers 2008.08117, arXiv.org.
    4. Mastrangelo, Joao Paulo S. & Gori Maia, Alexandre, 2021. "Impacts of land tenure security on deforestation: evidence for the Amazon rainforest," 2021 Annual Meeting, August 1-3, Austin, Texas 313918, Agricultural and Applied Economics Association.
    5. Chang, Pao-Li & Lee, Myoung-Jae, 2011. "The WTO trade effect," Journal of International Economics, Elsevier, vol. 85(1), pages 53-71, September.
    6. Lechner, Michael & Wunsch, Conny & Scioch, Patrycja, 2013. "Do Firms Benefit from Active Labour Market Policies?," IZA Discussion Papers 7614, Institute of Labor Economics (IZA).
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    9. Terza Joseph V., 2020. "Regression-Based Causal Analysis from the Potential Outcomes Perspective," Journal of Econometric Methods, De Gruyter, vol. 9(1), pages 1-15, January.
    10. David Arnold & Will Dobbie & Peter Hull, 2022. "Measuring Racial Discrimination in Bail Decisions," American Economic Review, American Economic Association, vol. 112(9), pages 2992-3038, September.
    11. Shikuku, Kelvin Mashisia & Okello, Julius Juma & Wambugu, Stella & Sindi, Kirimi & Low, Jan W. & McEwan, Margaret, 2019. "Nutrition and food security impacts of quality seeds of biofortified orange-fleshed sweetpotato: Quasi-experimental evidence from Tanzania," World Development, Elsevier, vol. 124(C), pages 1-1.
    12. Gabriel Jiménez & David Martinez-Miera & José-Luis Peydró, 2020. "Who Truly Bears (Bank) Taxes? Evidence from Only Shifting Statutory Incidence," Working Papers 1222, Barcelona School of Economics.
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    1043. Arias-Vazquez, Javier & Gamberoni, Elisa & Nguyen, Cuong, 2013. "A Short-Term Effect of a Better Work Programme on Firms’ Performance: Evidence from Vietnam," MPRA Paper 67475, University Library of Munich, Germany.
    1044. Ruth T. Chepchirchir & Ibrahim Macharia & Alice W. Murage & Charles A. O. Midega & Zeyaur R. Khan, 2017. "Impact assessment of push-pull pest management on incomes, productivity and poverty among smallholder households in Eastern Uganda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(6), pages 1359-1372, December.
    1045. Donal G. MCKILLOP & Barry QUINN, 2015. "Web Adoption By Irish Credit Unions: Performance Implications," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 86(3), pages 421-443, September.
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    1057. Tsakiridis, Andreas & O’Donoghue, Cathal & Ryan, Mary & Cullen, Paula & Ó hUallacháin, Daire & Sheridan, Helen & Stout, Jane, 2022. "Examining the relationship between farmer participation in an agri-environment scheme and the quantity and quality of semi-natural habitats on Irish farms," Land Use Policy, Elsevier, vol. 120(C).
    1058. Valeria Gattai, 2015. "Internationalisation and performance at the firm-level: what we learn from Italy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(4), pages 475-509, December.
    1059. Abdulrazaq Kamal DAUDU & Oyedola Waheed KAREEM & Latifat Kehinde OLATINWO, 2022. "Can Covid-19 Recovery Measure Bridge Gender Divide? Evidence From Impact Of Covid-19 Survival Fund On Household Income In Nigeria," Contemporary Economy Journal, Constantin Brancoveanu University, vol. 7(4), pages 221-241.
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    1064. Cutura, Jannic Alexander, 2018. "Debt holder monitoring and implicit guarantees: Did the BRRD improve market discipline?," SAFE Working Paper Series 232, Leibniz Institute for Financial Research SAFE.
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    1066. Claudio Agostini & Claudia Martinez, 2013. "Tax Credits Response to Tax Enforcement: Evidence from a Quasi-Experiment in Chile," Working Papers wp_029, Adolfo Ibáñez University, School of Government.
    1067. Laure Kuhfuss & Julie Subervie, 2018. "Do european agri-environment measures help reduce herbicide use? Evidence from viticulture in France," Post-Print hal-02623193, HAL.
    1068. Romec, Arthur, 2023. "Stakeholder orientation and managerial incentives: Evidence from a natural experiment," International Review of Financial Analysis, Elsevier, vol. 88(C).
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    1070. Jones, Stephen, 2012. "The Effectiveness of Training for Displaced Workers with Long Prior Job Tenure," CLSSRN working papers clsrn_admin-2012-3, Vancouver School of Economics, revised 29 Jan 2012.
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    1072. de Luna, Xavier & Fowler, Philip & Johansson, Per, 2016. "Proxy Variables and Nonparametric Identification of Causal Effects," IZA Discussion Papers 10057, Institute of Labor Economics (IZA).
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    1077. Bakucs, Zoltan, 2018. "Convergence or Divergence? Analysis of Regional Development Convergence in Hungary," 92nd Annual Conference, April 16-18, 2018, Warwick University, Coventry, UK 273487, Agricultural Economics Society.
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    1081. Telegdy, Álmos & Tóth, Gábor, 2024. "A támogatott hitelezés hatásvizsgálata Magyarországon [Impact assessment of subsidised loans in Hungary]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(2), pages 113-130.
    1082. Georg von Graevenitz, 2013. "Trade Mark Cluttering - Evidence from EU Enlargement," Working Paper series, University of East Anglia, Centre for Competition Policy (CCP) 2013-02, Centre for Competition Policy, University of East Anglia, Norwich, UK..
    1083. Rahel Aichele, 2013. "Trade, Climate Policy and Carbon Leakage - Theory and Empirical Evidence," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 49.
    1084. Ryo Takahashi, 2017. "Climate, Crime, And Suicide: Empirical Evidence From Japan," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-14, February.
    1085. Ahmed Boutorat & Loe Franssen, 2023. "Economic missions and firm internationalization: evidence from the Netherlands," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 159(3), pages 787-826, August.
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    1090. H. Allen Klaiber & V. Kerry Smith, 2009. "Evaluating Rubin's Causal Model for Measuring the Capitalization of Environmental Amenities," NBER Working Papers 14957, National Bureau of Economic Research, Inc.
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    1094. Kaiser, Tim & Menkhoff, Lukas, 2017. "Does Financial Education Impact Financial Literacy and Financial Behavior, and if so, When?," Rationality and Competition Discussion Paper Series 37, CRC TRR 190 Rationality and Competition.
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    1101. Jeffrey Smith & Arthur Sweetman, 2016. "Viewpoint: Estimating the causal effects of policies and programs," Canadian Journal of Economics, Canadian Economics Association, vol. 49(3), pages 871-905, August.
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    1109. Kuusi, Tero & Martikainen, Pekka & Valkonen, Tarmo, 2019. "The Influence of Old-age Retirement on Health: Causal Evidence from the Finnish Register Data," ETLA Working Papers 67, The Research Institute of the Finnish Economy.
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    1112. Darius Palia, 2016. "Differential Access to Capital from Financial Institutions by Minority Entrepreneurs," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 13(4), pages 756-785, December.
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    1403. Sébastien Mary, 2022. "A replication note on humanitarian aid and violence," Empirical Economics, Springer, vol. 62(3), pages 1465-1494, March.
    1404. Liu, Zhaoyang & Gong, Yazhen & Kontoleon, Andreas, 2018. "How do Payments for Environmental Services Affect Land Tenure? Theory and Evidence From China," Ecological Economics, Elsevier, vol. 144(C), pages 195-213.
    1405. Grill, Michael & Molestina Vivar, Luis & Wedow, Michael, 2022. "Mutual fund suspensions during the COVID-19 market turmoil - asset liquidity, liquidity management tools and spillover effects," Finance Research Letters, Elsevier, vol. 50(C).
    1406. Mohcine Bakhat & José M. Labeaga & Xavier Labandeira & Xiral Lñpez, 2013. "Economic Crisis and Elasticities of Car Fuels: Evidence for Spain," Working Papers fa15-2013, Economics for Energy.
    1407. Huang, Haifang & Humphreys, Brad, 2012. "Do New Sports Facilities Revitalize Urban Neighborhoods? Evidence from Residential Mortgage Applications," Working Papers 2012-5, University of Alberta, Department of Economics.
    1408. Taro Esaka & Shinji Takagi, 2012. "Testing the Effectiveness of Market-Based Controls: Evidence from the Experience of Japan with Short-Term Capital Flows in the 1970s," Discussion Papers in Economics and Business 12-03, Osaka University, Graduate School of Economics.
    1409. Marianna Battaglia & Nina Pallarés, 2020. "Family Planning and Child Health Care: Effect of the Peruvian Programa de Salud Reproductiva y Planificación Familiar, 1996–2000," Population and Development Review, The Population Council, Inc., vol. 46(1), pages 33-64, March.
    1410. Eva Dettmann & Jutta Günther, 2013. "Subsidized Vocational Training: Stepping Stone or Trap? Assessing Empirical Effects Using Matching Techniques," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 149(IV), pages 405-443, December.
    1411. Mitsutsugu Hamamoto, 2021. "Impact of the Saitama Prefecture Target-Setting Emissions Trading Program on the adoption of low-carbon technology," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 23(3), pages 501-515, July.
    1412. Kenneth Fortson & Philip Gleason & Emma Kopa & Natalya Verbitsky-Savitz, "undated". "Horseshoes, Hand Grenades, and Treatment Effects? Reassessing Bias in Nonexperimental Estimators," Mathematica Policy Research Reports 1c24988cd5454dd3be51fbc2c, Mathematica Policy Research.
    1413. Sato, Yoshihiro & Ando, Michihito, 2017. "Does Assigning More Women to Managerial Positions Enhance Firm Productivity? Evidence from Sweden," EIJS Working Paper Series 242, Stockholm School of Economics, The European Institute of Japanese Studies.
    1414. Eduardo Fajnzylber & Susana Ojeda, 2012. "Evaluación de Impacto del Programa de Becas Fondo de Cesantía Solidario 2007," Working Papers wp_018, Adolfo Ibáñez University, School of Government.
    1415. Fabling, Richard & Sanderson, Lynda, 2013. "Exporting and firm performance: Market entry, investment and expansion," Journal of International Economics, Elsevier, vol. 89(2), pages 422-431.
    1416. Khan, Zazy, 2015. "Activist Hedge Funds: Evidence from the Recent Financial Crisis," MPRA Paper 72025, University Library of Munich, Germany, revised 27 May 2016.
    1417. Blekking, Jordan & Gatti, Nicolas & Waldman, Kurt & Evans, Tom & Baylis, Kathy, 2021. "The benefits and limitations of agricultural input cooperatives in Zambia," World Development, Elsevier, vol. 146(C).
    1418. Deng, Yongheng & McMillen, Daniel P. & Sing, Tien Foo, 2012. "Private residential price indices in Singapore: A matching approach," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 485-494.
    1419. Meg Elkins & Simon Feeny & David Prentice, 2015. "Do Poverty Reduction Strategy Papers reduce poverty and improve well-being?," Discussion Papers 15/02, University of Nottingham, School of Economics.
    1420. Martey, Edward & Kuwornu, John K.M. & Adjebeng-Danquah, Joseph, 2019. "Estimating the effect of mineral fertilizer use on Land productivity and income: Evidence from Ghana," Land Use Policy, Elsevier, vol. 85(C), pages 463-475.
    1421. Nichols, Mark W. & Tosun, Mehmet Serkan, 2017. "The impact of legalized casino gambling on crime," Regional Science and Urban Economics, Elsevier, vol. 66(C), pages 1-15.
    1422. Inés Butler & Gabriela Galassi & Hernán Ruffo, 2016. "Public funding for startups in Argentina: an impact evaluation," Small Business Economics, Springer, vol. 46(2), pages 295-309, February.
    1423. Massimiliano Agovino & Mariaconcetta Casaccia & Alessandro Crociata, 2017. "Effectiveness and efficiency of European Regional Development Fund on separate waste collection: evidence from Italian regions by a stochastic frontier approach," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 34(1), pages 105-137, April.
    1424. Egger, Peter Hannes & Egger, Peter, 2016. "Heterogeneous Effects of Tariff and Nontariff Policy Barriers in General Equilibrium," VfS Annual Conference 2016 (Augsburg): Demographic Change 145675, Verein für Socialpolitik / German Economic Association.
    1425. Albert Solé-Ollé & Pilar Sorribas-Navarro, 2014. "Does corruption erode trust in government? Evidence from a recent surge of local scandals in Spain," Working Papers 2014/26, Institut d'Economia de Barcelona (IEB).
    1426. Stefan KIRCHWEGER & Jochen KANTELHARDT & Friedrich LEISCH, 2015. "Impacts of the government-supported investments on the economic farm performance in Austria," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 61(8), pages 343-355.
    1427. Huasheng Gao & Wei Zhang, 2017. "Employment Nondiscrimination Acts and Corporate Innovation," Management Science, INFORMS, vol. 63(9), pages 2982-2999, September.
    1428. Peter Midmore & Mark D. Partridge & M. Rose Olfert & Kamar Ali, 2010. "The Evaluation of Rural Development Policy: Macro and Micro Perspectives L’évaluation de la politique de développement rural: perspectives macro et microéconomiques Die Evaluation der Politik zur Entw," EuroChoices, The Agricultural Economics Society, vol. 9(1), pages 24-29, April.
    1429. Öberg, Stefan, 2021. "Treatment for natural experiments: How to improve causal estimates using conceptual definitions and substantive interpretations," SocArXiv pkyue, Center for Open Science.
    1430. Huber, Laura Rosendahl & Sloof, Randolph & Van Praag, Mirjam, 2014. "The effect of early entrepreneurship education: Evidence from a field experiment," European Economic Review, Elsevier, vol. 72(C), pages 76-97.
    1431. Jofre-Monseny, Jordi, 2014. "The effects of unemployment protection on migration in lagging regions," Journal of Urban Economics, Elsevier, vol. 83(C), pages 73-86.
    1432. Szücs, Florian, 2020. "Do research subsidies crowd out private R&D of large firms? Evidence from European Framework Programmes," Research Policy, Elsevier, vol. 49(3).
    1433. Sophie Guthmuller & Florence Jusot & Jérôme Wittwer & Caroline Despres, 2010. "Le recours à l’Aide complémentaire santé : les enseignements d’une expérimentation sociale à Lille," Working Papers DT36, IRDES institut for research and information in health economics, revised Dec 2010.
    1434. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2014. "Unobservable, but Unimportant? The Influence of Personality Traits (and Other Usually Unobserved Variables) for the Evaluation of Labor Market Policies," IZA Discussion Papers 8337, Institute of Labor Economics (IZA).
    1435. Lota Tamini & Ibrahima Bocoum & Ghislain Auger & Kotchikpa Gabriel Lawin & Arahama Traoré, 2019. "Enhanced Microfinance Services and Agricultural Best Management Practices: What Benefits for Smallholders Farmers? An Evidence from Burkina Faso," CIRANO Working Papers 2019s-11, CIRANO.
    1436. Wumeng He & Orapan Nabangchang & Krista Erdman & Alex C. A. Vanko & Prapti Poudel & Chandra Giri & Jeffrey R. Vincent, 2023. "Inferring Economic Impacts from a Program’s Physical Outcomes: An Application to Forest Protection in Thailand," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(3), pages 845-876, March.
    1437. Kumar, Anjani & Takeshima, Hiroyuki & Thapa, Ganesh & Adhikari, Naveen & Saroj, Sunil & Karkee, Madhab & Joshi, P.K., 2020. "Adoption and diffusion of improved technologies and production practices in agriculture: Insights from a donor-led intervention in Nepal," Land Use Policy, Elsevier, vol. 95(C).
    1438. Maier, Michael, 2011. "Tests for distributional treatment effects under unconfoundedness," Economics Letters, Elsevier, vol. 110(1), pages 49-51, January.
    1439. Bin Ni, 2016. "Are investment promotion agencies doing the right thing? evidence from China," Economics Bulletin, AccessEcon, vol. 36(3), pages 1325-1336.
    1440. Bocci, Corinne & Fortmann, Lea, 2023. "Community and industrial forest concessions: Are they effective at reducing forest loss and does FSC certification play a role?," World Development, Elsevier, vol. 170(C).
    1441. Sangpil Yoon & Hosung Son, 2023. "Is the government support programme for nurturing entrepreneurial universities effective? Evidence from Korea," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 1895-1903, June.
    1442. Ayala, Luis & Rodríguez, Magdalena, 2013. "Health-related effects of welfare-to-work policies," Social Science & Medicine, Elsevier, vol. 93(C), pages 103-112.
    1443. Robinson, James A. & Heldring, Leander & Vollmer, Sebastian, 2021. "The Long-Run Impact of the Dissolution of the English Monasteries," CEPR Discussion Papers 16055, C.E.P.R. Discussion Papers.
    1444. László Tőkés, 2019. "The Effect of Foreign Direct Investment on Firm Labor Productivity: Does the Country of Origin of the FDI Matter?," Society and Economy, Akadémiai Kiadó, Hungary, vol. 41(2), pages 227-243, June.
    1445. Masaki Takahashi, 2023. "Insurance coverage, long-term care utilization, and health outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(8), pages 1383-1397, November.
    1446. In‐Mu Haw & Bingbing Hu & Donghui Wu & Xu Zhang, 2018. "Having a Finger in the Pie: Labor Power and Corporate Payout Policy," Financial Management, Financial Management Association International, vol. 47(4), pages 993-1027, December.
    1447. Christian Almer & Stefan Boes & Stephan Nuesch, 2013. "How do Housing Prices Adjust After an Environmental Shock? Evidence from a State-Mandated Change in Aircraft Noise Exposure," Department of Economics Working Papers 11/12, University of Bath, Department of Economics.
    1448. Adrian Hille, 2015. "How a Universal Music Education Program Affects Time Use, Behavior, and School Attitude," SOEPpapers on Multidisciplinary Panel Data Research 810, DIW Berlin, The German Socio-Economic Panel (SOEP).
    1449. Albert Whata & Charles Chimedza, 2021. "Credibility of Causal Estimates from Regression Discontinuity Designs with Multiple Assignment Variables," Stats, MDPI, vol. 4(4), pages 1-23, November.
    1450. Sune Welling Hansen, 2014. "Common pool size and project size: an empirical test on expenditures using Danish municipal mergers," Public Choice, Springer, vol. 159(1), pages 3-21, April.
    1451. Walker, Kendra L., 2021. "Effect of land tenure on forest cover and the paradox of private titling in Panama," Land Use Policy, Elsevier, vol. 109(C).
    1452. Tuan-Minh Dinh & Edmund Malesky & Trung-Thanh To & Duc-Thanh Nguyen, 2013. "Effect of Interest Rate Subsidies on Firm Performance and Investment Behavior during Economic Recession: Evidence from Vietnam," Asian Economic Journal, East Asian Economic Association, vol. 27(2), pages 185-207, June.
    1453. Fervers, Lukas, 2018. "Can public employment schemes break the negative spiral of long-term unemployment, social exclusion and loss of skills? Evidence from Germany," Journal of Economic Psychology, Elsevier, vol. 67(C), pages 18-33.
    1454. Lu, Gang & Yin, Runsheng, 2020. "Evaluating the Evaluated Socioeconomic Impacts of China's Sloping Land Conversion Program," Ecological Economics, Elsevier, vol. 177(C).
    1455. Ostapchuk, Igor & Gagalyuk, Taras & Curtiss, Jarmila, 2021. "Post-acquisition integration and growth of farms: The case of Ukrainian agroholdings," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 24(4), pages 615-636.
    1456. Vladimir Atanasov & Bernard Black, 2021. "The Trouble with Instruments: The Need for Pretreatment Balance in Shock-Based Instrumental Variable Designs," Management Science, INFORMS, vol. 67(2), pages 1270-1302, February.
    1457. Dana Rotz & Brian Goesling & Nicholas Redel & Menbere Shiferaw & Claire Smither-Wulsin, "undated". "Assessing the Benefits of Delayed Sexual Activity: A Synthesis of the Literature," Mathematica Policy Research Reports 16a96ac7ac69493eaeb7edba2, Mathematica Policy Research.
    1458. Lukas Fervers, 2016. "Fast track to the labour market or highway to hell? The effect of activation policies on quantity and quality of labour market integration," IAW Discussion Papers 125, Institut für Angewandte Wirtschaftsforschung (IAW).
    1459. Shikuku, Kelvin Mashisia, 2019. "Information exchange links, knowledge exposure, and adoption of agricultural technologies in northern Uganda," World Development, Elsevier, vol. 115(C), pages 94-106.
    1460. Manda, J. & Gardebroek, C. & Kuntashula, E. & Alene, A.D., 2018. "Impact of Improved Maize Varieties on Food Security in Eastern Zambia: a doubly robust analysis," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277004, International Association of Agricultural Economists.
    1461. Peralta, Maria Alexandra & Swinton, Scott M. & Maredia, Mywish K., 2011. "Accounting for selection bias in impact analysis of a rural development program: An application using propensity score matching," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126398, International Association of Agricultural Economists.
    1462. Niranjala Hulugalla & Kyohei Yamada & Makoto Kakinaka, 2021. "Personal social capital and voluntary participation in the Village Development Programme in rural Sri Lanka," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(5), pages 803-825, July.
    1463. Berhane, Guush & Hoddinott, John F. & Kumar, Neha, 2017. "The impact of Ethiopia’s Productive Safety Net Programme on the nutritional status of children: 2008–2012," IFPRI discussion papers 1604, International Food Policy Research Institute (IFPRI).
    1464. Bernal, Raquel, 2015. "The impact of a vocational education program for childcare providers on children's well-being," Economics of Education Review, Elsevier, vol. 48(C), pages 165-183.
    1465. Fauver, Larry & McDonald, Michael B. & Taboada, Alvaro G., 2018. "Does it pay to treat employees well? International evidence on the value of employee-friendly culture," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 84-108.
    1466. Arzi Adbi & Chirantan Chatterjee & Anant Mishra, 2022. "How Do MNEs and Domestic Firms Respond Locally to a Global Demand Shock? Evidence from a Pandemic," Management Science, INFORMS, vol. 68(12), pages 9003-9025, December.
    1467. Jones, Kelly W. & Avila Foucat, Sophie & Pischke, Erin C. & Salcone, Jacob & Torrez, David & Selfa, Theresa & Halvorsen, Kathleen E., 2019. "Exploring the connections between participation in and benefits from payments for hydrological services programs in Veracruz State, Mexico," Ecosystem Services, Elsevier, vol. 35(C), pages 32-42.
    1468. Sanfilippo, Marco, 2015. "FDI from emerging markets and the productivity gap—An analysis on affiliates of BRICS EMNEs in Europe," International Business Review, Elsevier, vol. 24(4), pages 665-676.
    1469. Cappelletti, Giuseppe & Guazzarotti, Giovanni, 2017. "The role of counterparty risk and asymmetric information in the interbank market," Working Paper Series 2022, European Central Bank.
    1470. Korkeamäki, Ossi, 2011. "The Finnish payroll tax cut experiment revisited," Working Papers 22, VATT Institute for Economic Research.
    1471. Francesco Drago & Friederike Mengel & Christian Traxler, 2015. "Compliance Behavior in Networks: Evidence from a Field Experiment," CSEF Working Papers 419, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    1472. Dragone, Davide & Migali, Giuseppe & Zucchelli, Eugenio, 2021. "High School Dropout and the Intergenerational Transmission of Crime," IZA Discussion Papers 14129, Institute of Labor Economics (IZA).
    1473. Chen, Pian & Velamuri, Malathi, 2009. "Misspecification and Heterogeneity in Single-Index, Binary Choice Models," MPRA Paper 15722, University Library of Munich, Germany.
    1474. Deqiu Chen & Huasheng Gao & Jiang Luo & Yujing Ma, 2020. "The effects of rural–urban migration on corporate innovation: Evidence from a natural experiment in China," Financial Management, Financial Management Association International, vol. 49(2), pages 521-545, June.
    1475. Fangfang Hou & Elisabetta Magnani & Xinpeng Xu, 2022. "International capital markets and domestic employment: Evidence from worldwide publicly listed large firms," The World Economy, Wiley Blackwell, vol. 45(1), pages 220-250, January.
    1476. Maude Lavanchy & Patrick Reichert & Jayanth Narayanan & Krishna Savani, 2023. "Applicants’ Fairness Perceptions of Algorithm-Driven Hiring Procedures," Journal of Business Ethics, Springer, vol. 188(1), pages 125-150, November.
    1477. Liguo Lin, 2013. "The Impacts of "Land of Love, Water Cellar for Mothers" in Western China," Working Papers PIERI 2013-16, PEP-PIERI.
    1478. Issahaku, Gazali & Abdulai, Awudu, 2020. "Household welfare implications of sustainable land management practices among smallholder farmers in Ghana," Land Use Policy, Elsevier, vol. 94(C).
    1479. Joan-Ramon Borrell & Carmen García & Juan Luis Jiménez & José Manuel Ordóñez-de-Haro, 2022. ""Cartel destabilization effect of leniency programs"," IREA Working Papers 202213, University of Barcelona, Research Institute of Applied Economics, revised Sep 2022.
    1480. Hanson, Andrew & Rohlin, Shawn, 2017. "Do Spatially Targeted Redevelopment Incentives Work? The Answer Depends on How You Ask the Question," Working Papers 06910, George Mason University, Mercatus Center.
    1481. Ton, Giel & Vellema, Wytse & Desiere, Sam & Weituschat, Sophia & D’Haese, Marijke, 2016. "Effectiveness of contract farming for improving income of smallholder farmers-Preliminary results of a systematic review," 149th Seminar, October 27-28, 2016, Rennes, France 244792, European Association of Agricultural Economists.
    1482. Ekaterina Oparina & Christian Krekel & Sorawoot Srisuma, 2024. "Talking therapy: Impacts of a nationwide mental health service in England," CEP Discussion Papers dp1982, Centre for Economic Performance, LSE.
    1483. Lauro Carnicelli & Fernando Antonio Slaibe Postali, 2014. "Oil windfalls and local fiscal effort: a propensity score analysis," Working Papers, Department of Economics 2014_03, University of São Paulo (FEA-USP).
    1484. Roberto Esposti, 2022. "The Coevolution of Policy Support and Farmers' Behaviour. An investigation on Italian agriculture over the 2008-2019 period," Working Papers 464, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    1485. Urban, Dieter M & Weder di Mauro, Beatrice & Moser, Christoph, 2009. "Offshoring, Firm Performance and Establishment-Level Employment: Identifying Productivity and Downsizing Effects," CEPR Discussion Papers 7455, C.E.P.R. Discussion Papers.
    1486. Ferreira, Daniel & Kirchmaier, Tom & Metzger, Daniel, 2011. "Boards of banks," LSE Research Online Documents on Economics 119078, London School of Economics and Political Science, LSE Library.
    1487. Kazakov, Aleksandr & Koetter, Michael & Titze, Mirko & Tonzer, Lena, 2022. "Firm subsidies, financial intermediation, and bank risk," IWH Discussion Papers 2/2022, Halle Institute for Economic Research (IWH).
    1488. Xiaodong Gong & Maheshwar Rao, 2014. "‘The Economic Impact of Prolonged Political Instability: A Case Study of Fiji’," NATSEM Working Paper Series 14/26, University of Canberra, National Centre for Social and Economic Modelling.
    1489. Banai, Ádám & Lang, Péter & Nagy, Gábor & Stancsics, Martin, 2017. "A gazdaságfejlesztési célú EU-támogatások hatásvizsgálata a magyar kkv-szektorra [The effects of EU economic-development subsidies on micro, small and medium-sized firms in Hungary]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(10), pages 997-1029.
    1490. Uematsu, Hiroki & Mishra, Ashok K., 2012. "Organic farmers or conventional farmers: Where's the money?," Ecological Economics, Elsevier, vol. 78(C), pages 55-62.
    1491. Moeltner, Klaus & Puri, Roshan & Johnston, Robert J., 2023. "Regression and matching in hedonic analysis: Empirical guidance for estimator choice," 2023 Annual Meeting, July 23-25, Washington D.C. 335807, Agricultural and Applied Economics Association.
    1492. Siddique, Abu & Islam, Asad & Mozumder, Tanvir Ahmed & Rahman, Tabassum & Shatil, Tanvir, 2022. "Forced Displacement, Mental Health, and Child Development: Evidence from the Rohingya Refugees," SocArXiv b4fc7, Center for Open Science.
    1493. Raza, Wameq A. & Van de Poel, Ellen & Van Ourti, Tom, 2018. "Impact and spill-over effects of an asset transfer program on child undernutrition: Evidence from a randomized control trial in Bangladesh," Journal of Health Economics, Elsevier, vol. 62(C), pages 105-120.
    1494. Czarnitzki, Dirk & Lopes-Bento, Cindy, 2013. "Value for money? New microeconometric evidence on public R&D grants in Flanders," Research Policy, Elsevier, vol. 42(1), pages 76-89.
    1495. Bonfrer, Igna & Van de Poel, Ellen & Gustafsson-Wright, Emily & van Doorslaer, Eddy, 2018. "Voluntary health insurance in Nigeria: Effects on takers and non-takers," Social Science & Medicine, Elsevier, vol. 205(C), pages 55-63.
    1496. Sung‐Hee Jeon, 2017. "The Long‐Term Effects of Cancer on Employment and Earnings," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 671-684, May.
    1497. Cunguara, Benedito & Darnhofer, Ika, 2011. "Assessing the impact of improved agricultural technologies on household income in rural Mozambique," Food Policy, Elsevier, vol. 36(3), pages 378-390, June.
    1498. Naoaki Minamihashi, 2011. "Credit Crunch Caused by Bank Failures and Self‐Selection Behavior in Lending Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(1), pages 133-161, February.
    1499. Stefano Iandolo & Anna Ferragina, 2021. "International activities and innovation: Evidence from Italy with a special regressor approach," The World Economy, Wiley Blackwell, vol. 44(11), pages 3300-3325, November.
    1500. Mishra, Ashok K. & Kumar, Anjani & Joshi, Pramod K. & D'souza, Alwin, 2016. "Impact of contracts in high yielding varieties seed production on profits and yield: The case of Nepal," Food Policy, Elsevier, vol. 62(C), pages 110-121.
    1501. Solomon Asfaw & Silvio Daidone & Benjamin Davis & Josh Dewbre & Alessandro Romeo & Paul Winters & Katia Covarrubias & Habiba Djebbari, 2012. "Analytical Framework for Evaluating the Productive Impact of Cash Transfer Programmes on Household Behaviour – Methodological Guidelines for the From Protection to Production Project," Working Papers 101, International Policy Centre for Inclusive Growth.
    1502. Guin, Benjamin, 2017. "Culture and household saving," Working Paper Series 2069, European Central Bank.
    1503. Paolo Verme, 2010. "Stochastic Dominance, Poverty and the Treatment Effect Curve," Economics Bulletin, AccessEcon, vol. 30(1), pages 365-373.
    1504. Theis Theisen & Anne Wenche Emblem, 2021. "The Road to Higher Prices: Will Improved Road Standards Lead to Higher Housing Prices?," The Journal of Real Estate Finance and Economics, Springer, vol. 62(2), pages 258-282, February.
    1505. Peter Backus & Thien Nguyen, 2021. "The Effect of the Sex Buyer Law on the Market for Sex, Sexual Health and Sexual Violence," Economics Discussion Paper Series 2106, Economics, The University of Manchester.
    1506. Giebel, Marek & Kraft, Kornelius, 2017. "External financing constraints and firm's innovative activities during the financial crisis," ZEW Discussion Papers 17-064, ZEW - Leibniz Centre for European Economic Research.
    1507. Schneider, Hilmar & Uhlendorff, Arne & Zimmermann, Klaus F., 2010. "Mit Workfare aus der Sozialhilfe? Lehren aus einem Modellprojekt," IZA Standpunkte 33, Institute of Labor Economics (IZA).
    1508. Dandedjrohoun, Lidia & Diagne, Aliou & Biaou, Gauthier & N'Cho, Simon & Midingoyi, Soul-Kifouly, 2012. "Determinants of diffusion and adoption of improved technology for rice parboiling in Benin," Review of Agricultural and Environmental Studies - Revue d'Etudes en Agriculture et Environnement (RAEStud), Institut National de la Recherche Agronomique (INRA), vol. 93(2).
    1509. Salvatori, Andrea, 2014. "The effects of the EU equal-treatment legislation Directive for fixed-term workers: evidence from the UK," ISER Working Paper Series 2014-21, Institute for Social and Economic Research.
    1510. Ojah, Kalu & Muhanji, Stella & Kodongo, Odongo, 2020. "Insider trading laws and price informativeness in emerging stock markets: The South African case," Emerging Markets Review, Elsevier, vol. 43(C).
    1511. Anthony Cawley & Cathal O’Donoghue & Kevin Heanue & Rachel Hilliard & Maura Sheehan, 2018. "The Impact of Extension Services on Farm‐level Income: An Instrumental Variable Approach to Combat Endogeneity Concerns," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 40(4), pages 585-612, December.
    1512. Paola Valbonesi & Federico Biagi, 2016. "Incentivising Innovation and Adoption of ICT: ICT Innovation Voucher Programmes," JRC Research Reports JRC104057, Joint Research Centre.
    1513. Junhong Yang, & Alessandra Guariglia & Yuchao Peng & Yukun Shi, 2020. "Inventory investment and the choice of financing: Does financial development play a role?," Discussion Papers 2020-14, University of Nottingham, GEP.
    1514. Pauline Givord & Lucile Romanello, 2011. "Evaluation of a Community-based Information Campaign on Health Demand in Mali : Results from a Natural Experiment," Working Papers 2011-21, Center for Research in Economics and Statistics.
    1515. Agrawal, Ashwini & Tambe, Prasanna, 2016. "Private equity and workers’ career paths: the role of technological change," LSE Research Online Documents on Economics 69476, London School of Economics and Political Science, LSE Library.
    1516. Wencong Lu & Kwabena Nyarko Addai & John N. Ng'ombe, 2021. "Impact of improved rice varieties on household food security in Northern Ghana: A doubly robust analysis," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(2), pages 342-359, March.
    1517. Lu, Xun & White, Halbert, 2014. "Testing for separability in structural equations," Journal of Econometrics, Elsevier, vol. 182(1), pages 14-26.
    1518. Guy David & Philip Saynisch & Spencer Luster & Aaron Smith‐McLallen & Ravi Chawla, 2018. "The impact of patient‐centered medical homes on medication adherence?," Health Economics, John Wiley & Sons, Ltd., vol. 27(11), pages 1805-1820, November.
    1519. Woo, Donghyup & Suresh, Nallan C., 2022. "Voluntary agreements for sustainability, resource efficiency & firm performance under the supply chain cooperation policy in South Korea," International Journal of Production Economics, Elsevier, vol. 252(C).
    1520. Giovanna Messina & Antonella Tomasi, 2020. "Wasted in waste? The benefits of switching from taxes to Pay-as-you-throw fees: the Italian case," Questioni di Economia e Finanza (Occasional Papers) 584, Bank of Italy, Economic Research and International Relations Area.
    1521. Anh Ngo & Kai-Wen Cheng & Ce Shang & Jidong Huang & Frank J. Chaloupka, 2018. "Global Evidence on the Association between Cigarette Graphic Warning Labels and Cigarette Smoking Prevalence and Consumption," IJERPH, MDPI, vol. 15(3), pages 1-9, February.
    1522. D’Mello, Ranjan & Gruskin, Mark, 2021. "To be or not to be all-equity for firms that eliminate long-term debt," Journal of Empirical Finance, Elsevier, vol. 64(C), pages 183-206.
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    1683. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2018. "Deep Neural Networks for Estimation and Inference," Papers 1809.09953, arXiv.org, revised Sep 2019.
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    1699. Spyros Arvanitis, 2013. "Micro-econometric approaches to the evaluation of technology-oriented public programmes: a non-technical review of the state of the art," Chapters, in: Albert N. Link & Nicholas S. Vonortas (ed.), Handbook on the Theory and Practice of Program Evaluation, chapter 3, pages 56-88, Edward Elgar Publishing.
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    1707. Yuki Higuchi & Miyuki Sasaki & Makiko Nakamuro, 2020. "Impacts of an Information and Communication Technology-Assisted Program on Attitudes and English Communication Abilities: An Experiment in a Japanese High School," Asian Development Review, MIT Press, vol. 37(2), pages 100-133, September.
    1708. Burchardi, Konrad & Gulesci, Selim & Lerva, Benedetta & Sulaiman, Munshi, 2017. "Moral Hazard: Experimental Evidence from Tenancy Contracts," CEPR Discussion Papers 12232, C.E.P.R. Discussion Papers.
    1709. Guido Pellegrini & Augusto Cerqua, 2011. "Are the subsidies to private capital useful? A Multiple Regression Discontinuity Design Approach1," ERSA conference papers ersa11p1323, European Regional Science Association.
    1710. Michael J. Peel, 2018. "Addressing Unobserved Selection Bias in Accounting Studies: The Bias Minimization Method," European Accounting Review, Taylor & Francis Journals, vol. 27(1), pages 173-183, January.
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    1712. Kirui, Oliver & Tambo, Justice, 2021. "Yield Effects of Conservation Agriculture Under Fall Armyworm Stress: The Case of Zambia," 2021 Conference, August 17-31, 2021, Virtual 315882, International Association of Agricultural Economists.
    1713. Bergler, Julian & Heim, Sven & Hüschelrath, Kai, 2016. "Strategic capacity withholding through failures in the German-Austrian electricity market," ZEW Discussion Papers 16-009, ZEW - Leibniz Centre for European Economic Research.
    1714. Jones, Kelly W. & Mayer, Alex & Von Thaden, Juan & Berry, Z. Carter & López-Ramírez, Sergio & Salcone, Jacob & Manson, Robert H. & Asbjornsen, Heidi, 2020. "Measuring the net benefits of payments for hydrological services programs in Mexico," Ecological Economics, Elsevier, vol. 175(C).
    1715. Dontsop Nguezet, Paul Martin & Diagne, Aliou & Okoruwa, Victor O. & Ojehomon, Vivian E.T., 2012. "Estimation of Actual and Potential Adoption Rates and Determinants of NERICA Rice Varieties in Nigeria," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126069, International Association of Agricultural Economists.
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    2016. Karan, Anup & Yip, Winnie & Mahal, Ajay, 2017. "Extending health insurance to the poor in India: An impact evaluation of Rashtriya Swasthya Bima Yojana on out of pocket spending for healthcare," Social Science & Medicine, Elsevier, vol. 181(C), pages 83-92.
    2017. Friederich, Sylvain & Payne, Richard, 2014. "Trading anonymity and order anticipation," Journal of Financial Markets, Elsevier, vol. 21(C), pages 1-24.
    2018. Zhang, Chunqin & Juan, Zhicai & Xiao, Guangnian, 2015. "Do contractual practices affect technical efficiency? Evidence from public transport operators in China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 80(C), pages 39-55.
    2019. Yanhong Feng & Shuanglian Chen & Pierre Failler, 2020. "Productivity Effect Evaluation on Market-Type Environmental Regulation: A Case Study of SO 2 Emission Trading Pilot in China," IJERPH, MDPI, vol. 17(21), pages 1-27, October.
    2020. Pearl Judea, 2010. "An Introduction to Causal Inference," The International Journal of Biostatistics, De Gruyter, vol. 6(2), pages 1-62, February.
    2021. Sauer, Johannes & Walsh, John & Zilberman, David, 2012. "Producer Behaviour and Agri-Environmental Policies: A Directional Distance based Matching Approach," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124877, Agricultural and Applied Economics Association.
    2022. Oliveira Fiorini, Ana Carolina & Mullally, Conner & Swisher, Marilyn & Putz, Francis E., 2020. "Forest cover effects of payments for ecosystem services: Evidence from an impact evaluation in Brazil," Ecological Economics, Elsevier, vol. 169(C).
    2023. Adewale H. Adenuga & Claire Jack & Austen Ashfield & Michael Wallace, 2021. "Assessing the Impact of Participatory Extension Programme Membership on Farm Business Performance in Northern Ireland," Agriculture, MDPI, vol. 11(10), pages 1-12, September.
    2024. Claudio Agostini & Eduardo Engel & Andrea Repetto & Damian Vergara, 2017. "Individual Tax Planning and Small Business Creation: Evidence on the Impact of Special Tax Regimes in Chile," Working Papers wp_054, Adolfo Ibáñez University, School of Government.
    2025. Vargas Da Cruz,Marcio Jose, 2014. "Do export promotion agencies promote new exporters ?," Policy Research Working Paper Series 7004, The World Bank.
    2026. Singh, Prakarsh, 2011. "Spillovers in learning and behavior: Evidence from a nutritional information campaign in urban slums," MPRA Paper 33362, University Library of Munich, Germany.
    2027. Bühler, Stefan & Helm, Marco & Lechner, Michael, 2011. "Trade Liberalization and Growth: Plant-Level Evidence from Switzerland," Economics Working Paper Series 1133, University of St. Gallen, School of Economics and Political Science.
    2028. Gomes, M & Grieve, R, 2011. "Estimating the Effects of Friendship Networks on Health Behaviors of Adolescents," Health, Econometrics and Data Group (HEDG) Working Papers 11/14, HEDG, c/o Department of Economics, University of York.
    2029. Araujo P., María Daniela & Quis, Johanna Sophie, 2021. "Teacher Effects in Germany: Evidence from Elementary School," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242457, Verein für Socialpolitik / German Economic Association.
    2030. Sènakpon Fidèle Ange Dedehouanou & Luca Tiberti & Gbodja Hilaire Houeninvo & Djohodo Inès Monwanou, 2022. "Working while studying: Employment premium or penalty for youth?," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(2), pages 415-441, March.
    2031. Aristide Mabali & Moundigbaye Mantobaye, 2015. "Oil and Regional Development in Chad: Impact Assessment of Doba Oil Project on the Poverty in Host Region," CERDI Working papers halshs-01161624, HAL.
    2032. Ioannou, Demosthenes & Stracca, Livio, 2014. "Have the euro area and EU governance worked? Just the facts," European Journal of Political Economy, Elsevier, vol. 34(C), pages 1-17.
    2033. Arthur Lewbel & Thomas Tao Yang, 2013. "Identifying the Average Treatment Effect in a Two Threshold Model," Boston College Working Papers in Economics 825, Boston College Department of Economics.

  57. Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2009. "Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis," NBER Working Papers 14860, National Bureau of Economic Research, Inc.

    Cited by:

    1. Antonio Ciccone & Walter Garcia-Fontes, 2014. "Gender peer effects in school, a birth cohort approach," Economics Working Papers 1424, Department of Economics and Business, Universitat Pompeu Fabra.
    2. Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2016. "Identification and Efficiency Bounds for the Average Match Function under Conditionally Exogenous Matching," NBER Working Papers 22098, National Bureau of Economic Research, Inc.
    3. Bennett, Magdalena & Bergman, Peter, 2018. "Better Together? Social Networks in Truancy and the Targeting of Treatment," IZA Discussion Papers 11267, Institute of Labor Economics (IZA).
    4. Isaiah Andrews & Toru Kitagawa & Adam McCloskey, 2020. "Inference on winners," CeMMAP working papers CWP43/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Scott E. Carrell & Bruce I. Sacerdote & James E. West, 2011. "From Natural Variation to Optimal Policy? The Lucas Critique Meets Peer Effects," NBER Working Papers 16865, National Bureau of Economic Research, Inc.
    6. Tarun Jain & Nishtha Langer, 2019. "Does Whom You Know Matter? Unraveling The Influence Of Peers' Network Attributes On Academic Performance," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 141-161, January.
    7. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    8. Debopam Bhattacharya & Pascaline Dupas, 2008. "Inferring Welfare Maximizing Treatment Assignment under Budget Constraints," NBER Working Papers 14447, National Bureau of Economic Research, Inc.
    9. Achyuta Adhvaryu & Vittorio Bassi & Anant Nyshadham & Jorge A. Tamayo, 2020. "No Line Left Behind: Assortative Matching Inside the Firm," NBER Working Papers 27006, National Bureau of Economic Research, Inc.
    10. Eric Auerbach & Yong Cai, 2022. "Heterogeneous Treatment Effects for Networks, Panels, and other Outcome Matrices," Papers 2205.01246, arXiv.org, revised Oct 2022.
    11. Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2019. "Non-separable models with high-dimensional data," Journal of Econometrics, Elsevier, vol. 212(2), pages 646-677.
    12. Oosterbeek, H. & Ewijk, R. van, 2010. "Gender peer effects in university: Evidence from a randomized experiment," Working Papers 35, Top Institute for Evidence Based Education Research.
    13. Fairlie, Robert, 2014. "A community college instructor like me: Race and ethnicity interactions in the classroom," Santa Cruz Department of Economics, Working Paper Series qt1pd995t5, Department of Economics, UC Santa Cruz.
    14. Taehoon Kim & Jacob Schwartz & Kyungchul Song & Yoon-Jae Whang, 2019. "Monte Carlo Inference on Two-Sided Matching Models," Econometrics, MDPI, vol. 7(1), pages 1-15, March.
    15. Siddhartha Bandyopadhyay & Antonio Cabrales, 2020. "Pricing group membership," Papers 2008.03102, arXiv.org.
    16. Bryan S. Graham, 2019. "Network Data," Papers 1912.06346, arXiv.org.
    17. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
    18. Bryan S. Graham & Guido Imbens & Geert Ridder, 2016. "Identification and efficiency bounds for the average match function under conditionally exogenous matching," CeMMAP working papers 10/16, Institute for Fiscal Studies.
    19. Yokoo, Hide-Fumi & Harada, Tetsuya, 2023. "What makes green persuasion effective? Evidence from a community-financed sanitation program in Indonesia," Resource and Energy Economics, Elsevier, vol. 73(C).
    20. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
    21. Bryan S. Graham, 2019. "Dyadic Regression," Papers 1908.09029, arXiv.org.
    22. Anton Badev, 2021. "Nash Equilibria on (Un)Stable Networks," Econometrica, Econometric Society, vol. 89(3), pages 1179-1206, May.
    23. de Gendre, Alexandra & Salamanca, Nicolás, 2020. "On the Mechanisms of Ability Peer Effects," IZA Discussion Papers 13938, Institute of Labor Economics (IZA).
    24. Frölich, Markus & Michaelowa, Katharina, 2011. "Peer effects and textbooks in African primary education," Labour Economics, Elsevier, vol. 18(4), pages 474-486, August.
    25. Bryan S. Graham, 2019. "Network Data," CeMMAP working papers CWP71/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    26. Zhong, Xiaohan & Zhu, Lin, 2021. "The medium-run efficiency consequences of unfair school matching: Evidence from Chinese college admissions," Journal of Econometrics, Elsevier, vol. 224(2), pages 271-285.
    27. Ying-Ying Lee, 2014. "Partial Mean Processes with Generated Regressors: Continuous Treatment Effects and Nonseparable Models," Economics Series Working Papers 706, University of Oxford, Department of Economics.

  58. Abadie, Alberto & Imbens, Guido W., 2009. "A Martingale Representation for Matching Estimators," IZA Discussion Papers 4073, Institute of Labor Economics (IZA).

    Cited by:

    1. Shu Yang & Yunshu Zhang, 2023. "Multiply robust matching estimators of average and quantile treatment effects," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 50(1), pages 235-265, March.
    2. Zichen Deng & Maarten Lindeboom, 2021. "Early-life Famine Exposure, Hunger Recall and Later-life Health," Tinbergen Institute Discussion Papers 21-054/V, Tinbergen Institute.
    3. Liu, Angela Xia & Xie, Ying & Zhang, Jurui, 2019. "It's Not Just What You Say, But How You Say It: The Effect of Language Style Matching on Perceived Quality of Consumer Reviews," Journal of Interactive Marketing, Elsevier, vol. 46(C), pages 70-86.
    4. Butticè, Vincenzo & Di Pietro, Francesca & Tenca, Francesca, 2020. "Is equity crowdfunding always good? Deal structure and the attraction of venture capital investors," Journal of Corporate Finance, Elsevier, vol. 65(C).
    5. Magambo, Isaiah & Dikgang, Johane & Gelo, Dambala & Tregenna, Fiona, 2021. "Gold-Mining Pollution Exposure, Health Effects and Private Healthcare Expenditure in Tanzania," MPRA Paper 108800, University Library of Munich, Germany.
    6. Deng, Zichen & Lindeboom, Maarten, 2021. "Early-Life Famine Exposure, Hunger Recall and Later-Life Health," IZA Discussion Papers 14487, Institute of Labor Economics (IZA).
    7. Ferman, Bruno, 2017. "Matching Estimators with Few Treated and Many Control Observations," MPRA Paper 78940, University Library of Munich, Germany.
    8. Yihui He & Fang Han, 2023. "On propensity score matching with a diverging number of matches," Papers 2310.14142, arXiv.org, revised Nov 2023.
    9. Siddique Abu Bakkar, 2020. "Identity-based Earning Discrimination among Chinese People," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 11(1), pages 1-42, January.
    10. Taisuke Otsu & Yoshiyasu Rai, 2017. "Bootstrap Inference of Matching Estimators for Average Treatment Effects," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 112(520), pages 1720-1732, October.
    11. Timothy B. Armstrong & Michal Koles'ar, 2017. "Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness," Papers 1712.04594, arXiv.org, revised Jan 2021.
    12. Melvin Stephens, Jr. & Takashi Unayama, 2015. "Estimating the Impacts of Program Benefits: Using Instrumental Variables with Underreported and Imputed Data," NBER Working Papers 21248, National Bureau of Economic Research, Inc.
    13. Matthew Blackwell & Anton Strezhnev, 2022. "Telescope matching for reducing model dependence in the estimation of the effects of time‐varying treatments: An application to negative advertising," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(1), pages 377-399, January.
    14. Huber, Martin & Camponovo, Lorenzo & Bodory, Hugo & Lechner, Michael, 2016. "A wild bootstrap algorithm for propensity score matching estimators," FSES Working Papers 470, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    15. Max Cytrynbaum, 2021. "Optimal Stratification of Survey Experiments," Papers 2111.08157, arXiv.org, revised Aug 2023.
    16. Yang, Shu & Imbens, Guido W. & Cui, Zhanglin & Faries, Douglas E. & Kadziola, Zbigniew, 2015. "Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments," Research Papers 3381, Stanford University, Graduate School of Business.
    17. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    18. Myoung‐Jae Lee & Young‐Sook Kim, 2014. "Difference In Differences For Stayers With A Time‐Varying Qualification: Health Expenditure Elasticity Of The Elderly," Health Economics, John Wiley & Sons, Ltd., vol. 23(9), pages 1134-1145, September.
    19. Samuel D. Pimentel & Lauren Vollmer Forrow & Jonathan Gellar & Jiaqi Li, 2020. "Optimal matching approaches in health policy evaluations under rolling enrolment," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1411-1435, October.
    20. Hirukawa, Masayuki & Prokhorov, Artem, 2018. "Consistent estimation of linear regression models using matched data," Journal of Econometrics, Elsevier, vol. 203(2), pages 344-358.
    21. Pashley Nicole E. & Basse Guillaume W. & Miratrix Luke W., 2021. "Conditional as-if analyses in randomized experiments," Journal of Causal Inference, De Gruyter, vol. 9(1), pages 264-284, January.
    22. Sewaid, Ahmed & Garcia-Cestona, Miguel & Silaghi, Florina, 2021. "Resolving information asymmetries in financing new product development: The case of reward-based crowdfunding," Research Policy, Elsevier, vol. 50(10).
    23. Glazer Amanda K. & Pimentel Samuel D., 2023. "Robust inference for matching under rolling enrollment," Journal of Causal Inference, De Gruyter, vol. 11(1), pages 1-19, January.
    24. Fredrik Savje, 2019. "On the inconsistency of matching without replacement," Papers 1907.07288, arXiv.org, revised Jun 2021.
    25. Matias D. Cattaneo & Fang Han & Zhexiao Lin, 2023. "On Rosenbaum's Rank-based Matching Estimator," Papers 2312.07683, arXiv.org, revised Jan 2024.
    26. Abdelkamel Alj & Rajae Azrak & Guy Melard, 2014. "On Conditions in Central Limit Theorems for Martingale Difference Arrays Long Version," Working Papers ECARES ECARES 2014-05, ULB -- Universite Libre de Bruxelles.
    27. Zhexiao Lin & Peng Ding & Fang Han, 2021. "Estimation based on nearest neighbor matching: from density ratio to average treatment effect," Papers 2112.13506, arXiv.org.

  59. Guido W. Imbens, 2009. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," NBER Working Papers 14896, National Bureau of Economic Research, Inc.

    Cited by:

    1. Black, Dan A. & Joo, Joonhwi & LaLonde, Robert & Smith, Jeffrey A. & Taylor, Evan J., 2022. "Simple Tests for Selection: Learning More from Instrumental Variables," Labour Economics, Elsevier, vol. 79(C).
    2. Tarek Azzam & Michael Bates & David Fairris, 2020. "Do Learning Communities Increase First Year College Retention? Testing Sample Selection and External Validity of Randomized Control Trials," Working Papers 202022, University of California at Riverside, Department of Economics, revised Jul 2020.
    3. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
    4. Joshua Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design is Taking the Con out of Econometrics," NBER Working Papers 15794, National Bureau of Economic Research, Inc.
    5. Binder, Martin & Coad, Alex, 2013. "“I'm afraid I have bad news for you…” Estimating the impact of different health impairments on subjective well-being," Social Science & Medicine, Elsevier, vol. 87(C), pages 155-167.
    6. Chaisemartin, Clément de, 2014. "Tolerating defiance? Local average treatment effects without monotonicity," CAGE Online Working Paper Series 197, Competitive Advantage in the Global Economy (CAGE).
    7. Chetty, Nadarajan, 2009. "Sufficient Statistics for Welfare Analysis: A Bridge Between Structural and Reduced-Form Methods," Scholarly Articles 9748528, Harvard University Department of Economics.
    8. Giang Nguyen, 2019. "Sibling-sex composition, childbearing and female labour market outcomes in Indonesia," Journal of Population Research, Springer, vol. 36(1), pages 13-34, March.
    9. Stephen G. Donald & Yu-Chin Hsu & Robert P. Lieli, 2010. "Inverse Propensity Score Weighted Estimation of Local Average Treatment Effects and a Test of the Unconfoundedness Assumption," CEU Working Papers 2012_9, Department of Economics, Central European University, revised 11 Aug 2010.
    10. Antonio Estache, 2010. "A survey of impact evaluations of infrastructure projects, programs and policies," Working Papers ECARES 2010_005, ULB -- Universite Libre de Bruxelles.
    11. Michael A. Clemens & Gabriel Demombynes, 2011. "When does rigorous impact evaluation make a difference? The case of the Millennium Villages," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 3(3), pages 305-339, September.
    12. Edward Wu & Johann A. Gagnon-Bartsch, 2021. "Design-Based Covariate Adjustments in Paired Experiments," Journal of Educational and Behavioral Statistics, , vol. 46(1), pages 109-132, February.
    13. Dehejia, Rajeev & Pop-Eleches, Cristian & Samii, Cyrus, 2015. "From Local to Global: External Validity in a Fertility Natural Experiment," IZA Discussion Papers 9300, Institute of Labor Economics (IZA).
    14. Snowberg, Erik & Padró i Miquel, Gerard & Chassang, Sylvain, 2010. "Selective Trials: A Principal-Agent Approach to Randomized Controlled Experiments," CEPR Discussion Papers 8003, C.E.P.R. Discussion Papers.
    15. M. Hashem Pesaran & Ron P Smith, 2014. "Counterfactual Analysis in Macroeconometrics: An Empirical Investigation into the Effects of Quantitative Easing," Birkbeck Working Papers in Economics and Finance 1406, Birkbeck, Department of Economics, Mathematics & Statistics.
    16. John Gibson, 2019. "Are You Estimating the Right Thing? An Editor Reflects," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 41(3), pages 329-350, September.
    17. Frimmel, Wolfgang & Halla, Martin & Paetzold, Jörg, 2017. "The Intergenerational Causal Effect of Tax Evasion: Evidence from the Commuter Tax Allowance in Austria," IZA Discussion Papers 10529, Institute of Labor Economics (IZA).
    18. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    19. Dominik Gutt & Jürgen Neumann & Wael Jabr & Dennis Kundisch, 2020. "The Fate of the App: Economic Implications of Updating under Reputation Resetting," Working Papers Dissertations 76, Paderborn University, Faculty of Business Administration and Economics.
    20. Philipp Doerrenberg & Andreas Peichl, 2012. "The Impact of Redistributive Policies on Inequality in OECD Countries," Cologne Graduate School Working Paper Series 03-05, Cologne Graduate School in Management, Economics and Social Sciences.
    21. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2013. "The New Economics of Equilibrium Sorting and Policy Evaluation Using Housing Markets," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1007-1062, December.
    22. Wing Wah Tham & Elvira Sojli & Johannes A. Skjeltorp, 2018. "Cross-Sided Liquidity Externalities," Management Science, INFORMS, vol. 64(6), pages 2901-2929, June.
    23. Gian Paolo Barbetta & Paolo Canino & Stefano Cima, 2019. "Let’s tweet again? The impact of social networks on literature achievement in high school students: Evidence from a randomized controlled trial," DISCE - Working Papers del Dipartimento di Economia e Finanza def081, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    24. Mogstad, Magne & Wiswall, Matthew, 2010. "Linearity in Instrumental Variables Estimation: Problems and Solutions," IZA Discussion Papers 5216, Institute of Labor Economics (IZA).
    25. Behncke, Stefanie, 2009. "How Does Retirement Affect Health?," IZA Discussion Papers 4253, Institute of Labor Economics (IZA).
    26. von Hinke Kessler Scholder, S. & Wehby, G. L. & Lewis, S. & Zuccolo, L., 2014. "Alcohol Exposure In Utero and Child Academic Achievement," Health, Econometrics and Data Group (HEDG) Working Papers 14/01, HEDG, c/o Department of Economics, University of York.
    27. David A. Bateman & Dawn Langan Teele, 2020. "A developmental approach to historical causal inference," Public Choice, Springer, vol. 185(3), pages 253-279, December.
    28. Cristina Corduneanu-Huci & Michael T. Dorsch & Paul Maarek, 2017. "Learning to constrain: Political competition and randomized controlled trials in development," THEMA Working Papers 2017-24, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    29. Philipp Doerrenberg & Denvil Duncan & Clemens Fuest & Andreas Peichl, 2012. "Nice guys finish last: are people with higher tax morale taxed more heavily?," Cologne Graduate School Working Paper Series 03-02, Cologne Graduate School in Management, Economics and Social Sciences.
    30. Denis Fougère & Nicolas Jacquemet, 2021. "Policy Evaluation Using Causal Inference Methods," Post-Print hal-03098058, HAL.
    31. Onda, Masayuki & Seyler, Edward, 2020. "English learners reclassification and academic achievement: Evidence from Minnesota," Economics of Education Review, Elsevier, vol. 79(C).
    32. Denis Fougère & Nicolas Jacquemet, 2019. "Causal Inference and Impact Evaluation," SciencePo Working papers Main hal-02866828, HAL.
    33. Tilak Abeysinghe & Gu Jiaying, 2009. "Does the IV estimator establish causality? Re-examining Chinese fertility-growth relationship," Microeconomics Working Papers 22758, East Asian Bureau of Economic Research.
    34. Tamini, Lota D., 2011. "A nonparametric analysis of the impact of agri-environmental advisory activities on best management practice adoption: A case study of Québec," Ecological Economics, Elsevier, vol. 70(7), pages 1363-1374, May.
    35. Aaron Chalfin & Benjamin Hansen & Jason Lerner & Lucie Parker, 2019. "Reducing Crime Through Environmental Design: Evidence from a Randomized Experiment of Street Lighting in New York City," NBER Working Papers 25798, National Bureau of Economic Research, Inc.
    36. Elizabeth Horner, 2014. "Subjective Well-Being and Retirement: Analysis and Policy Recommendations," Journal of Happiness Studies, Springer, vol. 15(1), pages 125-144, February.
    37. Jens Ludwig & Jeffrey R. Kling & Sendhil Mullainathan, 2011. "Mechanism Experiments and Policy Evaluations," NBER Working Papers 17062, National Bureau of Economic Research, Inc.
    38. Kämpfen, Fabrice & Maurer, Jürgen, 2016. "Time to burn (calories)? The impact of retirement on physical activity among mature Americans," Journal of Health Economics, Elsevier, vol. 45(C), pages 91-102.
    39. Magne Mogstad & Andres Santos & Alexander Torgovitsky, 2018. "Using Instrumental Variables for Inference About Policy Relevant Treatment Parameters," Econometrica, Econometric Society, vol. 86(5), pages 1589-1619, September.
    40. Ayyagari, Meghana & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2012. "Financing of firms in developing countries : lessons from research," Policy Research Working Paper Series 6036, The World Bank.
    41. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
    42. Martin Binder & Alex Coad, 2011. ""I'm afraid I have bad news for you . . ." Estimating the impact of different health impairments on subjective well-being," Papers on Economics and Evolution 2011-15, Philipps University Marburg, Department of Geography.
    43. Lehrer, Steven F. & Pohl, R. Vincent & Song, Kyungchul, 2018. "Multiple Testing and the Distributional Effects of Accountability Incentives in Education," MPRA Paper 89532, University Library of Munich, Germany.
    44. Datta Gupta, Nabanita & Simonsen, Marianne, 2011. "Where to Put the Kids? Effects of Type of Non-parental Child Care on Pre-teen Skills and Risky Behavior," IZA Discussion Papers 5848, Institute of Labor Economics (IZA).
    45. Alex Coad & Gianluca Biggi & Elisa Giuliani, 2021. "Asbestos, leaded petrol, and other aberrations: comparing countries’ regulatory responses to disapproved products and technologies," Industry and Innovation, Taylor & Francis Journals, vol. 28(2), pages 201-233, February.
    46. Peter Hull & Michal Koles'ar & Christopher Walters, 2022. "Labour by Design: Contributions of David Card, Joshua Angrist, and Guido Imbens," Papers 2203.16405, arXiv.org.
    47. John Rust, 2014. "The Limits of Inference with Theory: A Review of Wolpin (2013)," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 820-850, September.
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    4. Dehejia, Rajeev & Pop-Eleches, Cristian & Samii, Cyrus, 2015. "From Local to Global: External Validity in a Fertility Natural Experiment," IZA Discussion Papers 9300, Institute of Labor Economics (IZA).
    5. Timothy B. Armstrong & Shu Shen, 2013. "Inference on Optimal Treatment Assignments," Cowles Foundation Discussion Papers 1927RR, Cowles Foundation for Research in Economics, Yale University, revised Apr 2015.
    6. Ana Galvao & James Mitchell, 2021. "Communicating Data Uncertainty: Multi-Wave Experimental Evidence for U.K. GDP," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-06, Economic Statistics Centre of Excellence (ESCoE).
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    9. Eleonora Patacchini & Tiziano Arduini & Edoardo Rainone, 2014. "Identification and Estimation of Outcome Response with Heterogeneous Treatment Externalities," Center for Policy Research Working Papers 167, Center for Policy Research, Maxwell School, Syracuse University.
    10. Pedro H. C. Sant'Anna, 2016. "Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes," Papers 1612.02090, arXiv.org, revised Feb 2020.
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    12. Chung, EunYi & Olivares, Mauricio, 2021. "Permutation test for heterogeneous treatment effects with a nuisance parameter," Journal of Econometrics, Elsevier, vol. 225(2), pages 148-174.
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    14. Fatema, Naureen & Kibriya, Shahriar, 2017. "Givers of great dinners know few enemies: The impact of household food security on micro-level communal conflict in Eastern Democratic Republic of Congo," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258482, Agricultural and Applied Economics Association.
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    18. Manuel S. Santos & Juan Pablo Rincon-Zapatero, 2007. "Moving the Goalposts: Differentiability of the Value Function without Interiority Assumptions," Working Papers 0614, University of Miami, Department of Economics.
    19. Alejandro Sanchez-Becerra, 2023. "Robust inference for the treatment effect variance in experiments using machine learning," Papers 2306.03363, arXiv.org.
    20. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc.
    21. Paul Ferraro & Merlin Hanauer, 2011. "Protecting Ecosystems and Alleviating Poverty with Parks and Reserves: ‘Win-Win’ or Tradeoffs?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 48(2), pages 269-286, February.
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    1. Bartalotti Otávio, 2019. "Regression Discontinuity and Heteroskedasticity Robust Standard Errors: Evidence from a Fixed-Bandwidth Approximation," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-26, January.
    2. Yogesh Uppal, 2010. "Estimating Incumbency Effects In U.S. State Legislatures: A Quasi‐Experimental Study," Economics and Politics, Wiley Blackwell, vol. 22(2), pages 180-199, July.
    3. Freier, Ronny & Odendahl, Christian, 2015. "Do parties matter? Estimating the effect of political power in multi-party systems," European Economic Review, Elsevier, vol. 80(C), pages 310-328.
    4. Nishijima, Marislei & Ellis, Randall P. & Cati, Regina C., 2022. "Primary healthcare effects of a well-designed anti-corruption program," World Development Perspectives, Elsevier, vol. 25(C).
    5. d׳Hombres, Béatrice & Nunziata, Luca, 2016. "Wish you were here? Quasi-experimental evidence on the effect of education on self-reported attitude toward immigrants," European Economic Review, Elsevier, vol. 90(C), pages 201-224.
    6. Tanaka, Shinsuke, 2020. "When tax incentives drive illicit behavior: The manipulation of fuel economy in the automobile industry," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    7. Hymel, Kent, 2014. "Do parking fees affect retail sales? Evidence from Starbucks," Economics of Transportation, Elsevier, vol. 3(3), pages 221-233.
    8. Hua Cheng & Shiqian Huang & Yinhong Yu & Zhiying Zhang & Meifen Jiang, 2023. "The 2011 Collaborative Innovation Plan, University-Industry Collaboration and Achievement Transformation of Universities: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1249-1274, June.
    9. Andrew Kerner & Morten Jerven & Alison Beatty, 2017. "Does it pay to be poor? Testing for systematically underreported GNI estimates," The Review of International Organizations, Springer, vol. 12(1), pages 1-38, March.
    10. Bracco, Emanuele & Porcelli, Francesco & Redoano, Michela, 2019. "Political competition, tax salience and accountability. Theory and evidence from Italy," European Journal of Political Economy, Elsevier, vol. 58(C), pages 138-163.
    11. Daniel Zaga, 2014. "The Impact of Three Mexican Nutritional Programs: The Case of Dif-Puebla," CFD Working Papers 09-2015, Centre for Finance and Development, The Graduate Institute.

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    1. Rapoport, Benoît & Thibout, Claire, 2018. "Why do boys and girls make different educational choices? The influence of expected earnings and test scores," Economics of Education Review, Elsevier, vol. 62(C), pages 205-229.
    2. Massimiliano Ferraresi & Gianluca Gucciardi & Leonzio Rizzo, 2017. "Does purchase centralization reduce public expenditure? Evidence from the Italian healthcare system," Working papers 66, Società Italiana di Economia Pubblica.
    3. Fedesarrollo, 2018. "Evaluación de los impactos causados en las regiones productoras de hidrocarburos y minerales con el actual Sistema General de Regalías," Informes de Investigación 17194, Fedesarrollo.
    4. Paul Wabiga & Neil Rankin, 2023. "Foreign acquisition and firm performance in sub‐Saharan Africa: Empirical evidence from Ghana," South African Journal of Economics, Economic Society of South Africa, vol. 91(2), pages 242-269, June.
    5. Wang, Pingping & Zhang, Wendong & Li, Minghao & Han, Yijun, 2019. "Does Fertilizer Education Program Increase the Technical Efficiency of Chemical Fertilizer Use? Evidence from Wheat Production in China," ISU General Staff Papers 201901010800001678, Iowa State University, Department of Economics.
    6. Sajid Anwar & Sizhong Sun, 2015. "Unionisation and Firm Performance in China’s Manufacturing Industries," Journal of Labor Research, Springer, vol. 36(1), pages 78-102, March.
    7. Fedesarrollo, 2018. "Evaluación de los impactos causados en las regiones productoras de hidrocarburos y minerales con el actual Sistema General de Regalías," Informes de Investigación 17258, Fedesarrollo.

  64. Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Technical Working Papers 0337, National Bureau of Economic Research, Inc.

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    1. Justine S. Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2014. "Are Some Degrees Worth More than Others? Evidence from College Admission Cutoffs in Chile," Working Papers 2014-5, Princeton University. Economics Department..
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    6. Martinez, Luis R. & Jessen, Jonas & Xu, Guo, 2022. "A Glimpse of Freedom: Allied Occupation and Political Resistance in East Germany," IZA Discussion Papers 15606, Institute of Labor Economics (IZA).
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    43. Gadenne, Lucie, 2016. "Tax Me, But Spend Wisely? Sources of Public Finance and Government Accountability," The Warwick Economics Research Paper Series (TWERPS) 1131, University of Warwick, Department of Economics.
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    45. Li, Pei & Lu, Yi & Wang, Jin, 2020. "The effects of fuel standards on air pollution: Evidence from China," Journal of Development Economics, Elsevier, vol. 146(C).
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    1017. Wilhelmsson, Mats, 2022. "What is the impact of macroprudential regulations on the Swedish housing market?," Journal of Housing Economics, Elsevier, vol. 57(C).
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    1021. Salti, Nisreen & Chaaban, Jad & Moussa, Wael & Irani, Alexandra & Al Mokdad, Rima & Jamaluddine, Zeina & Ghattas, Hala, 2022. "The impact of cash transfers on Syrian refugees in Lebanon: Evidence from a multidimensional regression discontinuity design," Journal of Development Economics, Elsevier, vol. 155(C).
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    1038. Enrico Rubolino, 2022. "Taxing the Gender Gap: Labor Market Effects of a Payroll Tax Cut for Women in Italy," Cahiers de Recherches Economiques du Département d'économie 22.01, Université de Lausanne, Faculté des HEC, Département d’économie.
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    1055. Nicolas Lagios & Pierre-Guillaume Méon, 2021. "Experts, Information, Reviews, and Coordination: Evidence on How Literary Prizes Affect Sales," Working Papers CEB 21-011, ULB -- Universite Libre de Bruxelles.
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    1061. Aidan G. O'Keeffe & Gianluca Baio, 2016. "Approaches to the Estimation of the Local Average Treatment Effect in a Regression Discontinuity Design," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 43(4), pages 978-995, December.
    1062. Quinn A. W. Keefer, 2016. "Rank-Based Groupings and Decision Making," Journal of Sports Economics, , vol. 17(7), pages 748-762, October.
    1063. Mazzutti, Caio Cícero Toledo Piza da Costa, 2016. "Three essays on the causal impacts of child labour laws in Brazil," Economics PhD Theses 0616, Department of Economics, University of Sussex Business School.
    1064. Barış K. Yörük, 2016. "Health insurance coverage and self-reported health: new estimates from the NLSY97," International Journal of Health Economics and Management, Springer, vol. 16(3), pages 285-295, September.
    1065. Alexander Cuntz & Paul J. Heald & Matthias Sahli, 2023. "Digitization and Availability of Artworks in Online Museum Collections," WIPO Economic Research Working Papers 75, World Intellectual Property Organization - Economics and Statistics Division.
    1066. Lex Borghans & Anne C. Gielen & Erzo F.P. Luttmer, 2012. "Social Support Substitution and the Earnings Rebound: Evidence from a Regression Discontinuity in Disability Insurance Reform," NBER Working Papers 18261, National Bureau of Economic Research, Inc.
    1067. Jäger, Simon & Pischke, Jörn Steffen, 2021. "Natürliche experimente im arbeitsmarkt und darüber hinaus: Nobelpreis für David Card, Joshua Angrist und Guido Imbens," LSE Research Online Documents on Economics 113362, London School of Economics and Political Science, LSE Library.
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    1069. Lecce, Steven & Lepone, Andrew & McKenzie, Michael D. & Segara, Reuben, 2012. "The impact of naked short selling on the securities lending and equity market," Journal of Financial Markets, Elsevier, vol. 15(1), pages 81-107.
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    1072. Seung-hun Chung, 2020. "The impact of regional environmental amenity on skill aggregation across regions in developing countries: evidence from air pollution in China," Asia-Pacific Journal of Regional Science, Springer, vol. 4(1), pages 27-53, February.
    1073. Lewis, Blane D. & Nguyen, Hieu T.M. & Hendrawan, Adrianus, 2020. "Political accountability and public service delivery in decentralized Indonesia: Incumbency advantage and the performance of second term mayors," European Journal of Political Economy, Elsevier, vol. 64(C).
    1074. Canavire-Bacarreza,Gustavo & Chong,Alberto & Rios-Avila,Fernando & Yanez Pagans,Monica, 2017. "Will elders provide for their grandchildren ?: unconditional cash transfers and educational expenditures in Bolivia," Policy Research Working Paper Series 8176, The World Bank.
    1075. Andrew McEachin & Thurston Domina & Andrew Penner, 2020. "Heterogeneous Effects of Early Algebra across California Middle Schools," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(3), pages 772-800, June.
    1076. Jaakko Meriläinen, 2019. "Single‐Party Rule, Public Spending, and Political Rents: Evidence from Finnish Municipalities," Scandinavian Journal of Economics, Wiley Blackwell, vol. 121(2), pages 736-762, April.
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    1079. Francisco Manuel Pizzi, 2020. "¿Cuán lejos viajarías por nafta más barata? Efectos heterogéneos en ventas de combustibles ante un shock impositivo," Asociación Argentina de Economía Política: Working Papers 4389, Asociación Argentina de Economía Política.
    1080. Giuseppe Albanese & Guido DeBlasio & Lorenzo Incoronato, 2021. "Hooked on a subsidy: transfers and preferences for State intervention," Discussion Paper series in Regional Science & Economic Geography 2021-02, Gran Sasso Science Institute, Social Sciences, revised Feb 2021.
    1081. Dauth, Christine, 2021. "The effects of private versus public health insurance on health and labor market outcomes," IAB-Discussion Paper 202103, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
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    1083. Werner L. Hernani-Limarino & Paul Villarroel, 2015. "Capacitación Laboral y Empleabilidad Evidencia de Mi Primer Empleo Digno," Working Papers 01/2015, Fundación Aru.
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    1086. Florian Ade & Ronny Freier & Christian Odendahl, 2011. "Incumbency, Party Identity and Governmental Lead: Evidence for Heterogeneous Incumbency Effects for Germany," Discussion Papers of DIW Berlin 1177, DIW Berlin, German Institute for Economic Research.
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    1088. Dehejia Rajeev, 2015. "Experimental and Non-Experimental Methods in Development Economics: A Porous Dialectic," Journal of Globalization and Development, De Gruyter, vol. 6(1), pages 47-69, June.
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    1092. Sunny Xinchun Niu & Marta Tienda, 2010. "The impact of the Texas top ten percent law on college enrollment: A regression discontinuity approach," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 29(1), pages 84-110.
    1093. J. D. Tena & Jan Fidrmuc, 2013. "National minimum wage and employment of young workers in the UK," Discussion Papers 12, Central European Labour Studies Institute (CELSI).
    1094. Jacobus de Hoop, 2010. "Selective Secondary Education and School Participation in Sub-Saharan Africa: Evidence from Malawi," Tinbergen Institute Discussion Papers 10-041/2, Tinbergen Institute.
    1095. Robert P. Bartlett, III & Justin McCrary, 2015. "Dark Trading at the Midpoint: Pricing Rules, Order Flow, and High Frequency Liquidity Provision," NBER Working Papers 21286, National Bureau of Economic Research, Inc.
    1096. Perez-Reyna, David & Villamizar-Villegas, Mauricio, 2019. "Exchange rate effects of financial regulations," Journal of International Money and Finance, Elsevier, vol. 96(C), pages 228-245.
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    1098. El-Kogali,Safaa El Tayeb & Krafft,Caroline Gould & Abdelkhalek,Touhami & Benkassmi,Mohamed & Chavez,Monica I. & Bassett,Lucy Katherine & Ejjanoui,Fouzia & El-Kogali,Safaa El Tayeb & Krafft,Caroline Go, 2016. "The impact of a community development and poverty reduction program on early childhood development in Morocco," Policy Research Working Paper Series 7671, The World Bank.
    1099. Yu, Zeng, 2024. "Essays on incentive contract and corporate finance," Other publications TiSEM 6f66f49e-d710-44f6-943d-9, Tilburg University, School of Economics and Management.
    1100. Tafreschi, Darjusch & Thiemann, Petra, 2016. "Doing it twice, getting it right? The effects of grade retention and course repetition in higher education," Economics of Education Review, Elsevier, vol. 55(C), pages 198-219.
    1101. Guido De Blasio & Guglielmo Barone, 2011. "Local electoral rules and political participation," ERSA conference papers ersa11p418, European Regional Science Association.
    1102. Thushyanthan Baskaran, 2016. "Intergovernmental Transfers, Local Fiscal Policy, and the Flypaper Effect: Evidence from a German State," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 72(1), pages 1-40, March.
    1103. Timothy De Stefano & Richard Kneller & Jonathan Timmis, 2014. "The (Fuzzy) Digital Divide: The Effect of Broadband Internet Use on UK Firm Performance," Discussion Papers 14/06, University of Nottingham, School of Economics.
    1104. Matilde Cappelletti & Leonardo Maria Giuffrida & Gabriele Rovigatti, 2024. "Procuring survival," Temi di discussione (Economic working papers) 1439, Bank of Italy, Economic Research and International Relations Area.
    1105. Ibtihal Ferwana & Suyoung Park & Ting-Yi Wu & Lav R. Varshney, 2023. "Designing Discontinuities," Papers 2305.08559, arXiv.org, revised Dec 2023.
    1106. Gallagher, Emily A. & Gopalan, Radhakrishnan & Grinstein-Weiss, Michal, 2019. "The effect of health insurance on home payment delinquency: Evidence from ACA Marketplace subsidies," Journal of Public Economics, Elsevier, vol. 172(C), pages 67-83.
    1107. Evan Magnusson, 2022. "Unboxing the Causal Effect of Ratings on Product Demand: Evidence from Wayfair.com," Journal of Industrial Economics, Wiley Blackwell, vol. 70(3), pages 525-564, September.
    1108. Riako Granzier & Vincent Pons & Clémence Tricaud, 2019. "Coordination and Bandwagon Effects: How Past Rankings Shape the Behavior of Voters and Candidates," NBER Working Papers 26599, National Bureau of Economic Research, Inc.
    1109. Ryan Rodenberg & Daniel Stone, 2011. "The Short and Long-Run Labor Market Effects of Age Eligibility Rules: Evidence from Women’s Professional Tennis," Journal of Labor Research, Springer, vol. 32(2), pages 181-198, June.
    1110. Simiao Chen & Zhangfeng Jin & Klaus Prettner, 2020. "Can I live with you after I retire? Retirement, old age support, and internal migration of older adults in China," Department of Economics Working Papers wuwp303, Vienna University of Economics and Business, Department of Economics.
    1111. Miguel Ángel Carpio & Lucero Gómez & Pablo Lavado, 2021. "Does social health insurance spillover to student performance? Evidence from an RDD in Peru," Working Papers 178, Peruvian Economic Association.
    1112. Gabriel Ahlfeldt & Volker Nitsch & Nicolai Wendland, 2016. "Ease vs. Noise: On the Conflicting Effects of Transportation Infrastructure," CESifo Working Paper Series 6058, CESifo.
    1113. Xitong Li, 2018. "Impact of Average Rating on Social Media Endorsement: The Moderating Role of Rating Dispersion and Discount Threshold," Information Systems Research, INFORMS, vol. 29(3), pages 739-754, September.
    1114. Adewale M. Ogunmodede & Mary O. Ogunsanwo & Victor Manyong, 2020. "Unlocking the Potential of Agribusiness in Africa through Youth Participation: An Impact Evaluation of N-Power Agro Empowerment Program in Nigeria," Sustainability, MDPI, vol. 12(14), pages 1-18, July.
    1115. Gong, Jie & Lu, Yi & Xie, Huihua, 2020. "The average and distributional effects of teenage adversity on long-term health," Journal of Health Economics, Elsevier, vol. 71(C).
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    1117. Wesley Hartmann & Harikesh S. Nair & Sridhar Narayanan, 2011. "Identifying Causal Marketing Mix Effects Using a Regression Discontinuity Design," Marketing Science, INFORMS, vol. 30(6), pages 1079-1097, November.
    1118. Marta Curto‐Grau & Albert Solé‐Ollé & Pilar Sorribas‐Navarro, 2017. "Does electoral competition curb party favoritism?," Working Papers 2017/04, Institut d'Economia de Barcelona (IEB).
    1119. Egger, Peter H. & Wamser, Georg, 2015. "The impact of controlled foreign company legislation on real investments abroad. A multi-dimensional regression discontinuity design," Journal of Public Economics, Elsevier, vol. 129(C), pages 77-91.
    1120. Lee, Kyung-Gon & Polachek, Solomon, 2014. "Do School Budgets Matter? The Effect of Budget Referenda on Student Performance," IZA Discussion Papers 8056, Institute of Labor Economics (IZA).
    1121. Qin, Xin & Yam, Kai Chi & Ma, Guangrong & Chen, Chen & Zhu, Hang & Wang, Haixia, 2022. "The unintended psychological and behavioral drawbacks of big push strategies: Increased psychological entitlement, selfish behavior, and decreased prosocial behavior," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 97(C).
    1122. Peckham, Janet G. & Kropp, Jaclyn D., 2012. "Are National School Lunch Program Participants More Likely to be Obese? Dealing with Identification," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124905, Agricultural and Applied Economics Association.
    1123. Maxim L. Pinkovskiy, 2017. "Growth discontinuities at borders," Journal of Economic Growth, Springer, vol. 22(2), pages 145-192, June.
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    1125. Atay, Salim & Asik, Gunes A. & Tumen, Semih, 2023. "Impact of Graduating with Honors on Entry Wages of Economics Majors," IZA Discussion Papers 16080, Institute of Labor Economics (IZA).
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    1135. Edoardo Frattola, 2023. "Parental retirement and fertility decisions across family policy regimes," Temi di discussione (Economic working papers) 1417, Bank of Italy, Economic Research and International Relations Area.
    1136. Christoph Basten & Frank Betz, 2012. "Beyond Work Ethic," KOF Working papers 12-309, KOF Swiss Economic Institute, ETH Zurich.
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    1403. Titze, Mirko & Dettmann, Eva & Brachert, Matthias, 2016. "Identifying the effects of place-based policies – Evidence from Germany," VfS Annual Conference 2016 (Augsburg): Demographic Change 145735, Verein für Socialpolitik / German Economic Association.
    1404. Anna Alberini & Massimo Filippini & Markus Bareit, 2014. "Does the Swiss Car Market Reward Fuel Efficient Cars? Evidence from Hedonic Pricing Regressions, Matching and a Regression Discontinuity Design," CER-ETH Economics working paper series 14/190, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    1405. Marco Percoco, 2017. "Impact of European Cohesion Policy on regional growth: does local economic structure matter?," Regional Studies, Taylor & Francis Journals, vol. 51(6), pages 833-843, June.
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    1410. Hullegie, P.G.J. & Klein, T.J., 2010. "The effect of private health insurance on medical care utilization and self-assessed health in Germany," Other publications TiSEM 5ca37b31-1d1b-4fa7-9f91-6, Tilburg University, School of Economics and Management.
    1411. Dan Anderberg & Jesper Bagger & V. Bhaskar & Tanya Wilson, 2022. "Marriage market equilibrium with matching on latent ability: Identification using a compulsory schooling expansion," Working Papers 2022_11, Business School - Economics, University of Glasgow.
    1412. Haitian Xie, 2022. "Nonlinear and Nonseparable Structural Functions in Fuzzy Regression Discontinuity Designs," Papers 2204.08168, arXiv.org, revised Jul 2022.
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    1415. Zakharenko, Roman & Luttmann, Alexander, 2023. "Downsizing the jet: A forecast of economic effects of increased automation in aviation," Transportation Research Part B: Methodological, Elsevier, vol. 170(C), pages 25-47.
    1416. Qian Tang & Andrew B. Whinston, 2020. "Do Reputational Sanctions Deter Negligence in Information Security Management? A Field Quasi‐Experiment," Production and Operations Management, Production and Operations Management Society, vol. 29(2), pages 410-427, February.
    1417. Jensen, Carsten & Naumann, Elias, 2016. "Increasing pressures and support for public healthcare in Europe," Health Policy, Elsevier, vol. 120(6), pages 698-705.
    1418. Miguel Ángel Borrella Mas & Mariano Bosch Mossi & Marcello Sartarelli, 2016. "Non-Contributory Pensions Number-Gender Effects on Poverty and Household Decisions," Working Papers. Serie AD 2016-02, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    1419. Erasmo Giambona & Rafael P. Ribas, 2023. "Unveiling the Price of Obscenity: Evidence From Closing Prostitution Windows in Amsterdam," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(3), pages 677-705, June.
    1420. Vom Berge, Philipp & Klingert, Isabell & Becker, Sebastian & Lenhart, Julia & Trenkle, Simon & Umkehrer, Matthias, 2016. "Mindestlohnbegleitforschung - Überprüfung der Ausnahmeregelung für Langzeitarbeitslose : Forschungsauftrag des Bundesministeriums für Arbeit und Soziales (BMAS)," IAB-Forschungsbericht 201608, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    1421. José Garcia Montalvo, 2018. "The impact of progressive tuition fees on dropping out of higher education: a regression discontinuity design," Economics Working Papers 1597, Department of Economics and Business, Universitat Pompeu Fabra.
    1422. Julius Ilciukas, 2022. "Fertility and Parental Retirement," Tinbergen Institute Discussion Papers 22-021/V, Tinbergen Institute.
    1423. Helene Maghin, 2022. "Cracks in the Boards: The Opportunity Cost of Governance Homogeneity," CESifo Working Paper Series 9816, CESifo.
    1424. Gaviria Garcés, Carlos Felipe & De la Mata, Dolores, 2016. "Losing health insurance when young: Impacts on usage of medical services and health in Colombia," Papeles en Salud 15113, Ministerio de Salud y Protección Social.
    1425. Lamar Hunt & Irene B. Murimi & Jodi B. Segal & Marissa J. Seamans & Daniel O. Scharfstein & and Ravi Varadhan, 2020. "Brand versus generic: addressing non‐adherence, secular trends and non‐overlap," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1461-1478, October.
    1426. Danilo P. Souza & Marcos Y. Nakaguma, 2018. "Negative advertising and electoral rules: an empirical evaluation of the Brazilian case," Working Papers, Department of Economics 2018_10, University of São Paulo (FEA-USP).
    1427. Tiantian Dai & Shenyi Jiang & Xiangbo Liu & Ang Sun, 2022. "The effects of a hypertension diagnosis on health behaviors: A two‐dimensional regression discontinuity analysis," Health Economics, John Wiley & Sons, Ltd., vol. 31(4), pages 574-596, April.
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    1430. Gaurav Khanna, 2020. "Does Affirmative Action Incentivize Schooling? Evidence from India," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 219-233, May.
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    1438. Quinn Andrew Wesley Keefer, 2021. "Did the 2011 Change to NFL Rookie Compensation Alter How Sunk Costs Affect Utilization?," Journal of Sports Economics, , vol. 22(4), pages 387-411, May.
    1439. Crespo Cristian, 2020. "Beyond Manipulation: Administrative Sorting in Regression Discontinuity Designs," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 164-181, January.
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    1442. Neil Bhutta, 2008. "Giving credit where credit is due? the Community Reinvestment Act and mortgage lending in lower-income neighborhoods," Finance and Economics Discussion Series 2008-61, Board of Governors of the Federal Reserve System (U.S.).
    1443. Goeun Lee & Myoung-jae Lee, 2023. "Regression Discontinuity for Binary Response and Local Maximum Likelihood Estimator to Extrapolate Treatment," Evaluation Review, , vol. 47(2), pages 182-208, April.
    1444. Zhao, Kai & Wu, Wan-Shu & Ye, Jun-Mei, 2021. "“SMEs’ Innovation Policy” on Innovation of Technology-based SMEs: A Fuzzy Regression Discontinuity Design," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 62(1), pages 1-32, June.

  65. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program," NBER Working Papers 11939, National Bureau of Economic Research, Inc.

    Cited by:

    1. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," NBER Technical Working Papers 0324, National Bureau of Economic Research, Inc.
    2. Oscar Mitnik, 2008. "How do Training Programs Assign Participants to Training? Characterizing the Assignment Rules of Government Agencies for Welfare-to-Work Programs in California," Working Papers 0907, University of Miami, Department of Economics.
    3. Alfonso Flores‐Lagunes & Arturo Gonzalez & Todd Neumann, 2010. "Learning But Not Earning? The Impact Of Job Corps Training On Hispanic Youth," Economic Inquiry, Western Economic Association International, vol. 48(3), pages 651-667, July.
    4. Zabel, Cordula, 2013. "Effects of participating in skill training and workfare on employment entries for lone mothers receiving means-tested benefits in Germany," IAB-Discussion Paper 201303, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    5. Thomas Kruppe & Julia Lang, 2018. "Labour market effects of retraining for the unemployed: the role of occupations," Applied Economics, Taylor & Francis Journals, vol. 50(14), pages 1578-1600, March.
    6. David E. Card & Jochen Kluve & Andrea Weber, 2009. "Active Labor Market Policy Evaluations: A Meta-analysis," NRN working papers 2009-02, The Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes Kepler University Linz, Austria.
    7. Kugler, Adriana D. & Kugler, Maurice & Saavedra, Juan & Herrera Prada, Luis Omar, 2015. "Long-Term Direct and Spillover Effects of Job Training: Experimental Evidence from Colombia," CEPR Discussion Papers 10859, C.E.P.R. Discussion Papers.
    8. Alessio Brown & Johannes Koettl, 2015. "Active labor market programs - employment gain or fiscal drain?," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-36, December.
    9. Grinstein-Weiss, Michal & Sherraden, Michael & Gale, William G. & Rohe, William & Schreiner, Mark & Key, Clinton, 2013. "Long-Term Impacts of Individual Development Accounts on Homeownership among Baseline Renters: Follow-Up Evidence from a Randomized Experiment," MPRA Paper 55058, University Library of Munich, Germany.
    10. Carlos A. Flores & Oscar A. Mitnik, 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," Working Papers 2010-9, University of Miami, Department of Economics.
    11. Jespersen, Svend T. & Munch, Jakob R. & Skipper, Lars, 2008. "Costs and benefits of Danish active labour market programmes," Labour Economics, Elsevier, vol. 15(5), pages 859-884, October.
    12. Susan Athey & Guido W. Imbens & Stefan Wager, 2018. "Approximate residual balancing: debiased inference of average treatment effects in high dimensions," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 80(4), pages 597-623, September.
    13. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 127-234, National Bureau of Economic Research, Inc.
    14. Maitra, Pushkar & Mani, Subha, 2017. "Learning and earning: Evidence from a randomized evaluation in India," Labour Economics, Elsevier, vol. 45(C), pages 116-130.
    15. Henrik L. Andersen & Liv Osland & Meng Le Zhang, 2023. "Labour market integration of refugees and the importance of the neighbourhood: Norwegian quasi-experimental evidence," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-15, December.
    16. Card, David & Ibarrarán, Pablo & Villa, Juan Miguel, 2011. "Building in an Evaluation Component for Active Labor Market Programs: A Practitioner's Guide," IZA Discussion Papers 6085, Institute of Labor Economics (IZA).
    17. Martin Biewen & Bernd Fitzenberger & Aderonke Osikominu & Marie Paul, 2014. "The Effectiveness of Public-Sponsored Training Revisited: The Importance of Data and Methodological Choices," Journal of Labor Economics, University of Chicago Press, vol. 32(4), pages 837-897.
    18. Gueorgui Kambourov & Iourii Manovskii & Miana Plesca, 2020. "Occupational mobility and the returns to training," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(1), pages 174-211, February.
    19. Julia Shu-Huah Wang, 2021. "State TANF Time Limit and Work Sanction Stringencies and Long-Term Trajectories of Welfare Use, Labor Supply, and Income," Journal of Family and Economic Issues, Springer, vol. 42(4), pages 650-696, December.
    20. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    21. Riddell, Chris & Riddell, W. Craig, 2012. "The Pitfalls of Work Requirements in Welfare-to-Work Policies: Experimental Evidence on Human Capital Accumulation in the Self-Sufficiency Project," IZA Discussion Papers 6378, Institute of Labor Economics (IZA).
    22. Peter R. Mueser & Kenneth R. Troske & Alexey Gorislavsky, 2007. "Using State Administrative Data to Measure Program Performance," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 761-783, November.
    23. Seonho Shin, 2022. "Evaluating the Effect of the Matching Grant Program for Refugees: An Observational Study Using Matching, Weighting, and the Mantel-Haenszel Test," Journal of Labor Research, Springer, vol. 43(1), pages 103-133, March.
    24. Rothstein, Jesse & Von Wachter, Till, 2016. "Social Experiments in the Labor Market," Department of Economics, Working Paper Series qt7957p9g6, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    25. Carolyn J. Heinrich & Peter R. Mueser & Kenneth R. Troske, 2009. "The Role of Temporary Help Employment in Low-Wage Worker Advancement," NBER Chapters, in: Studies of Labor Market Intermediation, pages 399-436, National Bureau of Economic Research, Inc.
    26. Hämäläinen, Kari & Uusitalo, Roope & Vuori, Jukka, 2008. "Varying biases in matching estimates: Evidence from two randomised job search training experiments," Labour Economics, Elsevier, vol. 15(4), pages 604-618, August.
    27. Hernaes, Øystein, 2018. "Distributional Effects of Welfare Reform for Young Adults: An Unconditional Quantile Regression Approach," IZA Discussion Papers 11340, Institute of Labor Economics (IZA).
    28. Escudero, Verónica., 2015. "Are active labour market policies effective in activating and integrating low-skilled individuals? an international comparison," ILO Working Papers 994873043402676, International Labour Organization.
    29. David C. Stapleton & Joel Smith & Denise Whalen & Laura Kosar, "undated". "BOND Implementation and Evaluation: Proposal to Develop Enhancements to the Benefit Offset Simulation Model (BOSIM)," Mathematica Policy Research Reports cc0df2cb29c44353bcaf7dfd9, Mathematica Policy Research.
    30. Meghir, Costas & Attanasio, Orazio & Guarín, Arlen & Medina, Carlos, 2015. "Long Term Impacts of Vouchers for Vocational Training: Experimental Evidence for Colombia," CEPR Discussion Papers 10733, C.E.P.R. Discussion Papers.
    31. Eva M. Berger & Guenther Koenig & Henning Mueller & Felix Schmidt & Daniel Schunk, 2016. "Self-Regulation Training, Labor Market Reintegration of Unemployed Individuals, and Locus of Control Evidence from a Natural Field Experiment," Working Papers 1622, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz, revised 2016.
    32. Lechner, Michael & Wunsch, Conny, 2006. "Are Training Programs More Effective When Unemployment Is High?," IZA Discussion Papers 2355, Institute of Labor Economics (IZA).
    33. Akanksha Negi, 2020. "Doubly weighted M-estimation for nonrandom assignment and missing outcomes," Papers 2011.11485, arXiv.org.
    34. Susan Athey & Raj Chetty & Guido W. Imbens & Hyunseung Kang, 2019. "The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely," NBER Working Papers 26463, National Bureau of Economic Research, Inc.
    35. Andersen, Henrik L. & Osland, Liv & Zhang, Meng Le, 2023. "Labour market integration of refugees and the importance of the neighbourhood: Norwegian quasi-experimental evidence," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 57, pages 1-16.
    36. Susan Athey & Stefan Wager, 2017. "Policy Learning with Observational Data," Papers 1702.02896, arXiv.org, revised Sep 2020.
    37. Biewen, Martin & Fitzenberger, Bernd & Osikominu, Aderonke & Waller, Marie, 2007. "Which Program for Whom? Evidence on the Comparative Effectiveness of Public Sponsored Training Programs in Germany," ZEW Discussion Papers 07-042, ZEW - Leibniz Centre for European Economic Research.
    38. David Card & Pablo Ibarrarán & Ferdinando Regalia & David Rosas-Shady & Yuri Soares, 2011. "The Labor Market Impacts of Youth Training in the Dominican Republic," Journal of Labor Economics, University of Chicago Press, vol. 29(2), pages 267-300.
    39. Eduardo Rodrigues-Oreggia, 2010. "The Impact of Natural Disasters on Human Development and Poverty at the Municipal Level in Mexico," CID Working Papers 43, Center for International Development at Harvard University.
    40. Eduardo Rodrigues-Oreggia & Samuel Freije, 2012. "Long term impact of a Cash-Transfers Program on Labor Outcomes of the Rural Youth," CID Working Papers 230, Center for International Development at Harvard University.
    41. Peter R. Mueser & Kenneth R. Troske & David R. Stevens, 2007. "The Impact of Welfare Reform on Leaver Characteristics, Employment and Recidivism: An Analysis of Maryland and Missouri," Working Papers 0720, Department of Economics, University of Missouri.
    42. Eva m. Berger & Guenther Koenig & Henning Müller & Felix Schmidt & Daniel Schunk, 2017. "Self-Regulation Training and Job Search Effort: A Natural Field Experiment within an Active Labor Market Program," Working Papers 1712, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    43. Hassan Molana & Catia Montagna & George E. Onwordi, 2020. "De-globalisation, welfare state reforms and labour market outcomes," Discussion Papers 2020-19, University of Nottingham, GEP.
    44. Jackson Dorsey, 2019. "Waiting for the Courts: Effects of Policy Uncertainty on Pollution and Investment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(4), pages 1453-1496, December.
    45. Andrew Dyke & Carolyn J. Heinrich & Peter R. Mueser & Kenneth R. Troske & Kyung-Seong Jeon, 2006. "The Effects of Welfare-to-Work Program Activities on Labor Market Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 567-608, July.
    46. Escudero, Verónica. & Horne, Richard & Kühn, Stefan. & Milasi, Santo. & López Mourelo, Elva. & Pignatti, Clemente. & Silvander, Johanna. & Tobin, Steven., 2014. "An employment-oriented investment strategy for Europe," Studies on Growth with Equity, International Labour Office, Research Department, number 994870563402676, October.
    47. Adriana Kugler & Maurice Kugler & Juan E. Saavedra & Luis Omar Herrera-Prada, 2022. "Long-Term Educational Consequences of Vocational Training in Colombia: Impacts on Young Trainees and Their Relatives," Journal of Human Resources, University of Wisconsin Press, vol. 57(1), pages 178-216.
    48. Jones, Michael, 2017. "The Effect of Job Readiness Programs on Criminal Behavior," MPRA Paper 81908, University Library of Munich, Germany.
    49. Vivian C. Wong & Peter M. Steiner & Kylie L. Anglin, 2018. "What Can Be Learned From Empirical Evaluations of Nonexperimental Methods?," Evaluation Review, , vol. 42(2), pages 147-175, April.
    50. Dhaval Dave & Hope Corman & Nancy Reichman, 2012. "Effects of Welfare Reform on Education Acquisition of Adult Women," Journal of Labor Research, Springer, vol. 33(2), pages 251-282, June.
    51. Richard Dorsett & Philip K. Robins, 2013. "A Multilevel Analysis of the Impacts of Services Provided by the U.K. Employment Retention and Advancement Demonstration," Evaluation Review, , vol. 37(2), pages 63-108, April.
    52. Hunt Allcott, 2012. "Site Selection Bias in Program Evaluation," NBER Working Papers 18373, National Bureau of Economic Research, Inc.
    53. Ozkan Eren & Serkan Ozbeklik, 2014. "Who Benefits From Job Corps? A Distributional Analysis Of An Active Labor Market Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 586-611, June.
    54. Rachel Gordon & Carolyn Heinrich, 2009. "The potential of a couples approach to employment assistance: results of a nonexperimental evaluation," Review of Economics of the Household, Springer, vol. 7(2), pages 133-158, June.
    55. Kluve, Jochen, 2013. "Aktive Arbeitsmarktpolitik: Maßnahmen, Zielsetzungen, Wirkungen," Working Papers 07/2013, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
    56. Kluve, Jochen & Ripani, Laura & Rosas-Shady, David, 2015. "Experimental Evidence on the Long Term Impacts of a Youth Training Program," IDB Publications (Working Papers) 7367, Inter-American Development Bank.
    57. Arendt, Jacob Nielsen, 2020. "Labor Market Effects of a Work-first Policy for Refugees," GLO Discussion Paper Series 662, Global Labor Organization (GLO).
    58. Hsiao, Cheng & Shen, Yan & Wang, Boqing & Weeks, Greg, 2008. "Evaluating the effectiveness of Washington state repeated job search services on the employment rate of prime-age female welfare recipients," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 98-108, July.
    59. Chung Choe & Alfonso Flores-Lagunes & Sang-Jun Lee, 2015. "Do dropouts with longer training exposure benefit from training programs? Korean evidence employing methods for continuous treatments," Empirical Economics, Springer, vol. 48(2), pages 849-881, March.
    60. Eduardo Fajnzylber & Susana Ojeda, 2012. "Evaluación de Impacto del Programa de Becas Fondo de Cesantía Solidario 2007," Working Papers wp_018, Adolfo Ibáñez University, School of Government.
    61. Jeounghee Kim, 2012. "The Effects of Welfare-to-Work Programs on Welfare Recipients’ Employment Outcomes," Journal of Family and Economic Issues, Springer, vol. 33(1), pages 130-142, March.
    62. Robin Jacob & Marie-Andree Somers & Pei Zhu & Howard Bloom, 2016. "The Validity of the Comparative Interrupted Time Series Design for Evaluating the Effect of School-Level Interventions," Evaluation Review, , vol. 40(3), pages 167-198, June.
    63. Lokossou, Jourdain & Arouna, Aminou & Diagne, Aliou & Biaou, Gauthier, 2015. "Gender differential Impact of NERICA adoption on Total Factor Productivity: evidence from Benin Republic," 2015 Conference, August 9-14, 2015, Milan, Italy 212056, International Association of Agricultural Economists.
    64. Eduardo Fajnzylber & Susana Ojeda, 2011. "Evaluación de Impacto del Programa de Becas Fondo de Cesantía Solidario 2007," Working Papers 50, Superintendencia de Pensiones, revised Oct 2011.
    65. Heinrich, Carolyn J. & Mueser, Peter R. & Troske, Kenneth & Jeon, Kyung-Seong & Kahvecioglu, Daver C., 2009. "New Estimates of Public Employment and Training Program Net Impacts: A Nonexperimental Evaluation of the Workforce Investment Act Program," IZA Discussion Papers 4569, Institute of Labor Economics (IZA).
    66. Francesco Lamperti & Roberto Mavilia & Simona Castellini, 2017. "The role of Science Parks: a puzzle of growth, innovation and R&D investments," The Journal of Technology Transfer, Springer, vol. 42(1), pages 158-183, February.
    67. David Neumark & Brian Asquith & Brittany Bass, 2019. "Longer-Run Effects of Antipoverty Policies on Disadvantaged Neighborhoods," Upjohn Working Papers 19-302, W.E. Upjohn Institute for Employment Research.
    68. Andrew P. Jaciw, 2016. "Assessing the Accuracy of Generalized Inferences From Comparison Group Studies Using a Within-Study Comparison Approach," Evaluation Review, , vol. 40(3), pages 199-240, June.
    69. Dean, David & Pepper, John & Schmidt, Robert & Stern, Steven, 2019. "The effects of youth transition programs on labor market outcomes of youth with disabilities," Economics of Education Review, Elsevier, vol. 68(C), pages 68-88.
    70. Corchuelo, Beatriz & Martínez Ros, Ester, 2009. "The Effects of Fiscal Incentives for R & D in Spain," DEE - Working Papers. Business Economics. WB wb092302, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.
    71. Doiron, Denise & Gørgens, Tue, 2008. "State dependence in youth labor market experiences, and the evaluation of policy interventions," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 81-97, July.
    72. Jochen Kluve, 2014. "Youth labor market interventions," IZA World of Labor, Institute of Labor Economics (IZA), pages 106-106, December.
    73. Judith M. Gueron & Gayle Hamilton, 2023. "Using Multi-Arm Designs to Test Operating Welfare-to-Work Programs," Evaluation Review, , vol. 47(1), pages 71-103, February.
    74. Xinkun Nie & Guido Imbens & Stefan Wager, 2021. "Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations," Papers 2112.04723, arXiv.org.

  66. Imbens, Guido W. & Lynch, Lisa M., 2006. "Re-Employment Probabilities over the Business Cycle," IZA Discussion Papers 2167, Institute of Labor Economics (IZA).

    Cited by:

    1. Muriel Dejemeppe & Yves Saks, 2002. "A New Light into Regional Unemployment Disparities in Belgium : Longitudinal Analysis of Grouped Duration Data," LIDAM Discussion Papers IRES 2002019, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    2. Stefania Marcassa, 2014. "Unemployment Duration of Spouses: Evidence From France," Post-Print halshs-03474662, HAL.
    3. Yolanda Kodrzycki, 2007. "Using unexpected recalls to examine the long-term earnings effects of job displacement," Working Papers 07-2, Federal Reserve Bank of Boston.
    4. Jorge N. Zumaeta Ph.D., 2021. "An Econometric Analysis of the Effects of the Job Training Partnership Act on Self-Sufficiency," The Journal of Social Sciences Research, Academic Research Publishing Group, vol. 7(2), pages 66-74, 06-2021.
    5. Olympia Bover & Ramón Gómez, 2004. "Another look at unemployment duration: exit to a permanent vs. a temporary job," Investigaciones Economicas, Fundación SEPI, vol. 28(2), pages 285-314, May.
    6. Luis Sagaon TEYSSIER & Nawal ZAAJ, 2015. "Hazard analysis for interval-censored duration of non-employment: school-to-work transition of vocational training graduates in Morocco," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 15(2), pages 161-178.
    7. Knut Roed & Tao Zhang, 2003. "Does Unemployment Compensation Affect Unemployment Duration?," Economic Journal, Royal Economic Society, vol. 113(484), pages 190-206, January.
    8. Stepan Jurajda & Frederick J. Tannery, 2001. "Unemployment Durations and Extended Unemployment Benefits in Local Labor Markets," Labor and Demography 0012006, University Library of Munich, Germany.
    9. Belapatiño, Vanessa & Céspedes, Nikita & Gutierrez, Ana Paola, 2014. "La duración del desempleo en Lima Metropolitana," Revista Estudios Económicos, Banco Central de Reserva del Perú, issue 27, pages 67-80.
    10. Schwartz, J., 2015. "Optimal unemployment insurance: When search takes effort and money," Labour Economics, Elsevier, vol. 36(C), pages 1-17.
    11. Kroft, Kory & Lange, Fabian & Notowidigdo, Matthew J., 2012. "Duration Dependence and Labor Market Conditions: Theory and Evidence from a Field Experiment," CLSSRN working papers clsrn_admin-2012-21, Vancouver School of Economics, revised 28 Sep 2012.
    12. Van Belle, Eva & Caers, Ralf & De Couck, Marijke & Di Stasio, Valentina & Baert, Stijn, 2017. "Why Is Unemployment Duration a Sorting Criterion in Hiring?," GLO Discussion Paper Series 115, Global Labor Organization (GLO).
    13. Andrea Morescalchi, 2021. "A new career in a new town. Job search methods and regional mobility of unemployed workers," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 20(2), pages 223-272, May.
    14. Céspedes, Nikita & Gutiérrez, Ana Paola & Belapatiño, Vanessa, 2013. "Determinantes de la duración del desempleo en una economía con alta informalidad," Working Papers 2013-022, Banco Central de Reserva del Perú.
    15. van Ours, Jan C. & Tatsiramos, Konstantinos, 2012. "Labor Market Effects of Unemployment Insurance Design," CEPR Discussion Papers 9196, C.E.P.R. Discussion Papers.
    16. Olympia Bover & Manuel Arellano & Samuel Bentolila, 2002. "Unemployment Duration, Benefit Duration and the Business Cycle," Economic Journal, Royal Economic Society, vol. 112(479), pages 223-265, April.
    17. Stepan Jurajda, 2001. "Unemployment Outflow and Unemployment Insurance Taxes," Labor and Demography 0012005, University Library of Munich, Germany.
    18. Canziani, Patrizia & Petrongolo, Barbara, 2001. "Firing costs and stigma: A theoretical analysis and evidence from microdata," European Economic Review, Elsevier, vol. 45(10), pages 1877-1906, December.
    19. Nagore Garcia, A. & van Soest, A.H.O., 2014. "Unemployment Transitions to Stable and Unstable Jobs Before and During the Crisis," Discussion Paper 2014-026, Tilburg University, Center for Economic Research.
    20. John M. Nunley & Adam Pugh & Nicholas Romero & Richard Alan Seals, Jr., 2015. "Unemployment, Underemployment, and Employment Opportunities: Results from a Correspondence Audit," Auburn Economics Working Paper Series auwp2015-13, Department of Economics, Auburn University.
    21. Adriaan Kalwij, 2010. "Unemployment durations and the pattern of duration dependence over the business cycle of British males," Empirical Economics, Springer, vol. 38(2), pages 429-456, April.
    22. Namingit, Sheryll & Blankenau, William & Schwab, Benjamin, 2021. "Sick and tell: A field experiment analyzing the effects of an illness-related employment gap on the callback rate," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 865-882.
    23. Paternesi Meloni, Walter & Romaniello, Davide & Stirati, Antonella, 2022. "Inflation and the NAIRU: assessing the role of long-term unemployment as a cause of hysteresis," Economic Modelling, Elsevier, vol. 113(C).
    24. Arne F. Lyshol & Plamen T. Nenov & Thea Wevelstad, 2021. "Duration Dependence and Labor Market Experience," LABOUR, CEIS, vol. 35(1), pages 105-134, March.
    25. Giulia Martina Tanzi, 2020. "Scars of youth non-employment and labour market conditions," Temi di discussione (Economic working papers) 1312, Bank of Italy, Economic Research and International Relations Area.
    26. Amparo Nagore García & Arthur Soest, 2017. "Unemployment Exits Before and During the Crisis," LABOUR, CEIS, vol. 31(4), pages 337-368, December.
    27. Conefrey, Thomas & McCarthy, Yvonne & Sherman, Martina, 2013. "Re-employment Probabilities for Unemployed Workers in Ireland," Economic Letters 06/EL/13, Central Bank of Ireland.
    28. Jouko Verho, 2005. "Unemployment Duration and Business Cycles in Finland," Working Papers 214, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.
    29. Feridoon Koohi-Kamali & Aida Farmand & Jose Pedro Bastos Neves, 2021. "The Duration of U.S. Joblessness and the Great Recession," SCEPA working paper series. 2021-03, Schwartz Center for Economic Policy Analysis (SCEPA), The New School.
    30. Michael W. L. Elsby & Ryan Michaels & David Ratner, 2015. "The Beveridge Curve: A Survey," Journal of Economic Literature, American Economic Association, vol. 53(3), pages 571-630, September.
    31. NAGORE GARCIA Amparo & VAN SOEST Arthur, 2016. "Unemployment Exits Before and During the Crisis," LISER Working Paper Series 2016-14, Luxembourg Institute of Socio-Economic Research (LISER).
    32. Jouko Verho, 2014. "Unemployment duration and the role of compositional variation: evidence from a period of economic crisis in Finland," Empirical Economics, Springer, vol. 47(1), pages 35-56, August.
    33. Dickens William T. & Triest Robert K., 2012. "Potential Effects of the Great Recession on the U.S. Labor Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(3), pages 1-41, October.
    34. Kalwij, Adriaan, 2001. "Individuals' Unemployment Durations over the Business Cycle," IZA Discussion Papers 369, Institute of Labor Economics (IZA).
    35. Alexander Plum & Gundi Knies, 2019. "Local unemployment changes the springboard effect of low pay: Evidence from England," PLOS ONE, Public Library of Science, vol. 14(11), pages 1-22, November.
    36. Stepan Jurajda, 2001. "In ow into Unemployment: Employment Spells and Unemployment Insurance," Labor and Demography 0012008, University Library of Munich, Germany.

  67. Susan Athey & Guido Imbens, 2006. "Discrete Choice Models with Multiple Unobserved Choice Characteristics," Levine's Bibliography 122247000000001040, UCLA Department of Economics.

    Cited by:

    1. Jun, Sung Jae & Pinkse, Joris, 2020. "Counterfactual prediction in complete information games: Point prediction under partial identification," Journal of Econometrics, Elsevier, vol. 216(2), pages 394-429.
    2. Rohlfs, Chris & Sullivan, Ryan & Kniesner, Thomas J., 2013. "Hedonic Estimation under Very General Conditions Using Experimental and Quasi-Experimental Designs," IZA Discussion Papers 7554, Institute of Labor Economics (IZA).
    3. Christopher T. Conlon & Julie Holland Mortimer, 2008. "Demand Estimation Under Incomplete Product Availability," NBER Working Papers 14315, National Bureau of Economic Research, Inc.
    4. Haoge Chang & Yusuke Narita & Kota Saito, 2022. "Approximating Choice Data by Discrete Choice Models," Papers 2205.01882, arXiv.org, revised Dec 2023.
    5. Martin Burda & Matthew C. Harding & Jerry Hausman, 2008. "A Bayesian mixed logit-probit model for multinomial choice," CeMMAP working papers CWP23/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. Steven T. Berry & Philip A. Haile, 2010. "Identification in Differentiated Products Markets Using Market Level Data," NBER Working Papers 15641, National Bureau of Economic Research, Inc.
    7. Ian M. McCarthy & Rusty Tchernis, 2010. "Search costs and Medicare plan choice," Health Economics, John Wiley & Sons, Ltd., vol. 19(10), pages 1142-1165, October.
    8. Eric Gautier & Yuichi Kitamura, 2011. "Nonparametric estimation in random coefficients binary choice models," Working Papers hal-00403939, HAL.
    9. Steven T. Berry & Philip Haile, 2015. "Identification in Differentiated Products Markets," NBER Working Papers 21500, National Bureau of Economic Research, Inc.
    10. Steven T. Berry & Philip A. Haile, 2009. "Nonparametric Identification of Multinomial Choice Demand Models with Heterogeneous Consumers," Cowles Foundation Discussion Papers 1718, Cowles Foundation for Research in Economics, Yale University, revised Mar 2010.
    11. Robert Donnelly & Francisco J.R. Ruiz & David Blei & Susan Athey, 2021. "Counterfactual inference for consumer choice across many product categories," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 369-407, December.
    12. Eriksen, Michael D. & Kniesner, Thomas J. & Rohlfs, Chris & Sullivan, Ryan, 2016. "Toward more general hedonic estimation: Clarifying the roles of alternative experimental designs with an application to a housing attribute," Regional Science and Urban Economics, Elsevier, vol. 57(C), pages 54-62.
    13. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2012. "Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowdsourced Content," Marketing Science, INFORMS, vol. 31(3), pages 493-520, May.
    14. Okwelum, Edson, 2015. "Consumer Heterogeneity and Gasoline Price Response: Implications for Optimal Tax policy," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205897, Agricultural and Applied Economics Association.

  68. Guido W. Imbens, 2006. "Matching methods for estimating treatment effects using Stata," North American Stata Users' Group Meetings 2006 13, Stata Users Group.

    Cited by:

    1. Anil Nathan & Sovita Hean & Ryan Elliot, 2015. "The Value of a Private Education: Differential Returns and Selection on Observables," Working Papers 1502, College of the Holy Cross, Department of Economics.

  69. Crump, Richard K. & Hotz, V. Joseph & Imbens, Guido W. & Mitnik, Oscar A., 2006. "Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand," IZA Discussion Papers 2347, Institute of Labor Economics (IZA).

    Cited by:

    1. Jeffrey Clemens, 2015. "The Minimum Wage and the Great Recession: Evidence from the Current Population Survey," NBER Working Papers 21830, National Bureau of Economic Research, Inc.
    2. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," NBER Technical Working Papers 0324, National Bureau of Economic Research, Inc.
    3. Shikuku, Kelvin Mashisia & Okello, Julius Juma & Wambugu, Stella & Sindi, Kirimi & Low, Jan W. & McEwan, Margaret, 2019. "Nutrition and food security impacts of quality seeds of biofortified orange-fleshed sweetpotato: Quasi-experimental evidence from Tanzania," World Development, Elsevier, vol. 124(C), pages 1-1.
    4. Busso, Matias & Kline, Patrick, 2008. "Do Local Economic Development Programs Work? Evidence from the Federal Empowerment Zone Program," Working Papers 36, Yale University, Department of Economics.
    5. Foucault, Thierry & Themar, David & Sraer, David, 2008. "Individual investors and volatility," HEC Research Papers Series 899, HEC Paris.
    6. Jason M. Fletcher & David E. Frisvold, 2009. "Higher Education and Health Investments: Does More Schooling Affect Preventive Health Care Use?," Journal of Human Capital, University of Chicago Press, vol. 3(2), pages 144-176.
    7. de Brauw, Alan & Hoddinott, John, 2011. "Must conditional cash transfer programs be conditioned to be effective? The impact of conditioning transfers on school enrollment in Mexico," Journal of Development Economics, Elsevier, vol. 96(2), pages 359-370, November.
    8. Stijn Vansteelandt & Oliver Dukes, 2022. "Assumption‐lean inference for generalised linear model parameters," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(3), pages 657-685, July.
    9. Chen, Shaohua & Mu, Ren & Ravallion, Martin, 2009. "Are there lasting impacts of aid to poor areas?," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 512-528, April.
    10. Ravallion, Martin, 2012. "Can we trust shoestring evaluations ?," Policy Research Working Paper Series 5983, The World Bank.
    11. Timothy B. Armstrong & Michal Kolesar, 2014. "A Simple Adjustment for Bandwidth Snooping," Cowles Foundation Discussion Papers 1961R, Cowles Foundation for Research in Economics, Yale University, revised Jul 2015.
    12. Mr. Mauricio Moura & Mr. Caio Piza & Mr. Marcos Poplawski Ribeiro, 2011. "The Distributive Effects of Land Titleon Labor Supply: Evidence From Brazil," IMF Working Papers 2011/131, International Monetary Fund.
    13. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," American Economic Review, American Economic Association, vol. 107(5), pages 278-281, May.
    14. Manuel S. Santos & Juan Pablo Rincon-Zapatero, 2007. "Moving the Goalposts: Differentiability of the Value Function without Interiority Assumptions," Working Papers 0614, University of Miami, Department of Economics.
    15. Kevin Lang & Russell Weinstein, 2012. "Evaluating Student Outcomes at For-Profit Colleges," NBER Working Papers 18201, National Bureau of Economic Research, Inc.
    16. Deininger, Klaus & Liu, Yanyan, 2013. "Economic and Social Impacts of an Innovative Self-Help Group Model in India," World Development, Elsevier, vol. 43(C), pages 149-163.
    17. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc.
    18. Reiling, Rune Borgan & Salvanes, Kari Vea & Sandsør, Astrid Marie Jorde & Strøm, Bjarne, 2021. "The effect of central government grants on local educational policy," European Journal of Political Economy, Elsevier, vol. 69(C).
    19. Evan Borkum & Paolo Abarcar & Laura Meyer & Matthew Spitzer, "undated". "Jordan Refugee Livelihoods Development Impact Bond Evaluation Framework," Mathematica Policy Research Reports 602dafe521fe4467854dcd45e, Mathematica Policy Research.
    20. Christiano A. Coelho & João Manoel Pinho de Mello & Leonardo Rezende, 2007. "Are Public Banks pro-Competitive? Evidence from Concentrated Local Markets in Brazil," Textos para discussão 551, Department of Economics PUC-Rio (Brazil), revised Sep 2007.
    21. Weibin Mo & Yufeng Liu, 2022. "Efficient learning of optimal individualized treatment rules for heteroscedastic or misspecified treatment‐free effect models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 440-472, April.
    22. Nan L. Maxwell & Dana Rotz, 2017. "Potential Assistance for Disadvantaged Workers: Employment Social Enterprises," Journal of Labor Research, Springer, vol. 38(2), pages 145-168, June.
    23. Ahmed Elsayed & Soiliou Daw Namoro & Rania Roushdy, 2022. "Empowering women in conservative settings: evidence from an intervention in rural Egypt," Review of Economics of the Household, Springer, vol. 20(4), pages 1287-1322, December.
    24. Philip J. Cook & Robert MacCoun & Clara Muschkin & Jacob Vigdor, 2008. "The negative impacts of starting middle school in sixth grade," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 27(1), pages 104-121.
    25. Dana Rotz & Nan Maxwell & Adam Dunn, "undated". "Economic Self-Sufficiency and Life Stability One Year After Starting a Social Enterprise Job," Mathematica Policy Research Reports 24697e16229b4f6b8fd5763f2, Mathematica Policy Research.
    26. Deininger, Klaus & Liu, Yanyan, 2009. "Longer-term economic impacts of self-help groups in india," Policy Research Working Paper Series 4886, The World Bank.
    27. Nan L. Maxwell & Dana Rotz, "undated". "Building the Employment and Economic Self-Sufficiency of the Disadvantaged: The Potential of Social Enterprises," Mathematica Policy Research Reports 37f4ab94fb044cc1945cb04dc, Mathematica Policy Research.
    28. Deininger, Klaus & Liu, Yanyan, 2009. "Economic and social impacts of self-help groups in India," Policy Research Working Paper Series 4884, The World Bank.
    29. Allcott, Hunt & Ortega, Daniel E., 2009. "The performance of decentralized school systems : evidence from Fe y Alegría in Venezuela," Policy Research Working Paper Series 4879, The World Bank.
    30. Sudhanshu Handa & John Maluccio, 2008. "Matching the gold standard: Comparing experimental and non-experimental evaluation techniques for a geographically targeted program," Middlebury College Working Paper Series 0813, Middlebury College, Department of Economics.
    31. Juan Robalino & Alexander Pfaff, 2013. "Ecopayments and Deforestation in Costa Rica: A Nationwide Analysis of PSA’s Initial Years," Land Economics, University of Wisconsin Press, vol. 89(3), pages 432-448.
    32. Kevin P. Josey & Elizabeth Juarez‐Colunga & Fan Yang & Debashis Ghosh, 2021. "A framework for covariate balance using Bregman distances," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 48(3), pages 790-816, September.
    33. Kathleen Beegle & Joachim Weerdt & Stefan Dercon, 2010. "Orphanhood and human capital destruction: Is there persistence into adulthood?," Demography, Springer;Population Association of America (PAA), vol. 47(1), pages 163-180, February.
    34. Li, Lingling & Tchetgen Tchetgen, Eric & van der Vaart, Aad & Robins, James M., 2011. "Higher order inference on a treatment effect under low regularity conditions," Statistics & Probability Letters, Elsevier, vol. 81(7), pages 821-828, July.
    35. Kathleen Beegle & Joachim De Weerdt & Stefan Dercon, 2006. "Orphanhood and the Long-Run Impact on Children," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(5), pages 1266-1272.
    36. Qingyuan Zhao & Dylan S. Small & Ashkan Ertefaie, 2022. "Selective inference for effect modification via the lasso," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 382-413, April.
    37. Pablo Gonzalez Ginestet & Ales Kotalik & David M. Vock & Julian Wolfson & Erin E. Gabriel, 2021. "Stacked inverse probability of censoring weighted bagging: A case study in the InfCareHIV Register," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(1), pages 51-65, January.
    38. Habimana, Dominique & Haughton, Jonathan & Nkurunziza, Joseph & Haughton, Dominique Marie-Annick, 2021. "Measuring the impact of unconditional cash transfers on consumption and poverty in Rwanda," World Development Perspectives, Elsevier, vol. 23(C).
    39. Elsayed, Ahmed & Roushdy, Rania, 2017. "Empowering Women under Social Constraints: Evidence from a Field Intervention in Rural Egypt," IZA Discussion Papers 11240, Institute of Labor Economics (IZA).
    40. Kevin Blattler & Hannes Wallimann & Widar von Arx, 2024. "Free public transport to the destination: A causal analysis of tourists' travel mode choice," Papers 2401.14945, arXiv.org, revised Feb 2024.
    41. Stefano DellaVigna & Ethan Kaplan, 2006. "The Fox News Effect: Media Bias and Voting," NBER Working Papers 12169, National Bureau of Economic Research, Inc.
    42. Zhao, Zhong, 2005. "Sensitivity of Propensity Score Methods to the Specifications," IZA Discussion Papers 1873, Institute of Labor Economics (IZA).
    43. Wagstaff, Adam, 2007. "Health insurance for the poor : initial impacts of Vietnam's health care fund for the poor," Policy Research Working Paper Series 4134, The World Bank.
    44. Stijn Vansteelandt & Oliver Dukes, 2022. "Authors' reply to the Discussion of ‘Assumption‐lean inference for generalised linear model parameters’ by Vansteelandt and Dukes," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(3), pages 729-739, July.
    45. Filmer, Deon & Schady, Norbert, 2006. "Getting girls into school : evidence from a scholarship program in Cambodia," Policy Research Working Paper Series 3910, The World Bank.
    46. Wagstaff, Adam & Lindelow, Magnus & Jun, Gao & Ling, Xu & Juncheng, Qian, 2009. "Extending health insurance to the rural population: An impact evaluation of China's new cooperative medical scheme," Journal of Health Economics, Elsevier, vol. 28(1), pages 1-19, January.
    47. Hotz, V. Joseph & Crump, Richard K. & Mitnik, Oscar A. & Imbens, Guido, 2009. "Dealing with Limited Overlap in Estimation of Average Treatment Effects," Scholarly Articles 3007645, Harvard University Department of Economics.
    48. Shikuku, Kelvin Mashisia, 2019. "Information exchange links, knowledge exposure, and adoption of agricultural technologies in northern Uganda," World Development, Elsevier, vol. 115(C), pages 94-106.
    49. Megan Sheahan & Yanyan Liu & Sudha Narayanan & Christopher B. Barrett, 2020. "Disaggregated labor supply implications of guaranteed employment in India," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2020-035, Indira Gandhi Institute of Development Research, Mumbai, India.
    50. Jason Fletcher & David Frisvold, 2014. "The long run health returns to college quality," Review of Economics of the Household, Springer, vol. 12(2), pages 295-325, June.
    51. Suzuki, Aya & Igei, Kengo, 2017. "Can Efficient Provision of Business Development Services Bring Better Results for SMEs?: Evidence from a Networking Project in Thailand," Working Papers 147, JICA Research Institute.
    52. D’Amour, Alexander & Ding, Peng & Feller, Avi & Lei, Lihua & Sekhon, Jasjeet, 2021. "Overlap in observational studies with high-dimensional covariates," Journal of Econometrics, Elsevier, vol. 221(2), pages 644-654.
    53. Rahman, Mohammad Mahbubur, 2012. "Estimating the Effects of Social Safety Net Programmes in Bangladesh on Calorie Consumption of Poor Households," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 35(2), pages 67-85, June.
    54. Suzuki, Aya & Mano, Yukichi & Abebe, Girum, 2018. "Earnings, savings, and job satisfaction in a labor-intensive export sector: Evidence from the cut flower industry in Ethiopia," World Development, Elsevier, vol. 110(C), pages 176-191.
    55. Guy David & Lorens A. Helmchen & Robert A. Henderson, 2009. "Does advanced medical technology encourage hospitalist use and their direct employment by hospitals?," Health Economics, John Wiley & Sons, Ltd., vol. 18(2), pages 237-247, February.
    56. Peng Ding, 2022. "Peng Ding’s contribution to the Discussion of ‘Assumption‐lean inference for generalised linear model parameters’ by Vansteelandt and Dukes," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(3), pages 691-693, July.
    57. Chen, Shaohua & Mu, Ren & Ravallion, Martin, 2008. "Are there lasting impacts of aid to poor areas ? Evidence from rural China," Policy Research Working Paper Series 4084, The World Bank.
    58. D'Elia, Vanesa Valeria & Grand, Mariana Conte & León, Sonia, 2020. "Bus rapid transit and property values in Buenos Aires: Combined spatial hedonic pricing and propensity score techniques," Research in Transportation Economics, Elsevier, vol. 80(C).
    59. Fletcher, Jason M. & Frisvold, David E., 2011. "College selectivity and young adult health behaviors," Economics of Education Review, Elsevier, vol. 30(5), pages 826-837, October.
    60. Stewart, James I., 2012. "Migration to U.S. frontier cities and job opportunity, 1860–1880," Explorations in Economic History, Elsevier, vol. 49(4), pages 528-542.
    61. Shor, Boris & McCarty, Nolan, 2010. "The Ideological Mapping of American Legislatures," Papers 8-11-2010, Princeton University, Research Program in Political Economy.
    62. Mohammad Mahbubur Rahman, 2014. "Estimating the Average Treatment Effect of Social Safety Net Programmes in Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 50(11), pages 1550-1569, November.
    63. Fahner, Gerald, 2012. "Estimating causal effects of credit decisions," International Journal of Forecasting, Elsevier, vol. 28(1), pages 248-260.
    64. Onur Baser, 2007. "Propensity Score Matching with Limited Overlap," Economics Bulletin, AccessEcon, vol. 9(8), pages 1-8.
    65. Nolan McCarty & Keith T. Poole & Howard Rosenthal, 2009. "Does Gerrymandering Cause Polarization?," American Journal of Political Science, John Wiley & Sons, vol. 53(3), pages 666-680, July.
    66. Li, Weijun & Bai, Xiwen & Yang, Dong & Hou, Yao, 2023. "Maritime connectivity, transport infrastructure expansion and economic growth: A global perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 170(C).
    67. Yang Shu, 2018. "Propensity Score Weighting for Causal Inference with Clustered Data," Journal of Causal Inference, De Gruyter, vol. 6(2), pages 1-19, September.
    68. Ganesh Karapakula, 2023. "Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap," Papers 2301.05703, arXiv.org, revised Jan 2023.

  70. Guido W. Imbens & Whitney Newey & Geert Ridder, 2005. "Mean-square-error Calculations for Average Treatment Effects," IEPR Working Papers 05.34, Institute of Economic Policy Research (IEPR).

    Cited by:

    1. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," NBER Technical Working Papers 0324, National Bureau of Economic Research, Inc.
    2. de Brauw, Alan & Gilligan, Daniel O. & Hoddinott, John & Roy, Shalini, 2014. "The Impact of Bolsa Família on Women’s Decision-Making Power," World Development, Elsevier, vol. 59(C), pages 487-504.
    3. Busso, Matias & Kline, Patrick, 2008. "Do Local Economic Development Programs Work? Evidence from the Federal Empowerment Zone Program," Working Papers 36, Yale University, Department of Economics.
    4. Toru Kitagawa & Chris Muris, 2015. "Model averaging in semiparametric estimation of treatment effects," CeMMAP working papers CWP46/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Michael Lechner & Blaise Melly, 2010. "Partial Idendification of Wage Effects of Training Programs," Working Papers 2010-8, Brown University, Department of Economics.
    6. de Brauw, Alan & Gilligan, Daniel O. & Hoddinott, John & Roy, Shalini, 2015. "The Impact of Bolsa Família on Schooling," World Development, Elsevier, vol. 70(C), pages 303-316.
    7. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    8. Chunrong Ai & Lukang Huang & Zheng Zhang, 2018. "A Simple and Efficient Estimation of the Average Treatment Effect in the Presence of Unmeasured Confounders," Papers 1807.05678, arXiv.org.
    9. Alejo, Javier & Galvao, Antonio F. & Montes-Rojas, Gabriel, 2018. "Quantile continuous treatment effects," Econometrics and Statistics, Elsevier, vol. 8(C), pages 13-36.
    10. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc.
    11. Cattaneo, Matias D., 2010. "Efficient semiparametric estimation of multi-valued treatment effects under ignorability," Journal of Econometrics, Elsevier, vol. 155(2), pages 138-154, April.
    12. de Brauw, Alan & Gilligan, Daniel O. & Hoddinott, John F. & Roy, Shalini, 2014. "The impact of Bolsa Família on schooling: Girls’ advantage increases and older children gain:," IFPRI discussion papers 1319, International Food Policy Research Institute (IFPRI).
    13. Yanchun Jin, 2016. "Nonparametric tests for the effect of treatment on conditional variance," KIER Working Papers 948, Kyoto University, Institute of Economic Research.
    14. Lechner, Michael & Melly, Blaise, 2007. "Earnings Effects of Training Programs," CEPR Discussion Papers 6400, C.E.P.R. Discussion Papers.
    15. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    16. Gabriel Montes-Rojas & Vera Chiodi, 2021. "MENTORING AS A DOSE TREATMENT: FREQUENCY MATTERS: Evidence from a French mentoring program," Documentos de trabajo del Instituto Interdisciplinario de Economía Política IIEP (UBA-CONICET) 2021-65, Universidad de Buenos Aires, Facultad de Ciencias Económicas, Instituto Interdisciplinario de Economía Política IIEP (UBA-CONICET).
    17. Toru Kitagawa & Chris Muris, 2013. "Covariate selection and model averaging in semiparametric estimation of treatment effects," CeMMAP working papers CWP61/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    18. Garbero, A., 2016. "IFAD RESEARCH SERIES 7 - Measuring IFAD’s impact: background paper to the IFAD9 Impact Assessment Initiative," IFAD Research Series 280045, International Fund for Agricultural Development (IFAD).
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    917. Søren Leth-Petersen & Gabriel Pons Rotger, 2008. "Long-term Labour Market Performance of Whiplash Claimants," CAM Working Papers 2008-01, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
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    927. Ángela Rocío López Sánchez & Andrés Felipe Virgüez Clavijo & Jaime Andrés Sarmiento Espinel & Adriana Carolina Silva Arias, 2015. "El efecto de la gerencia privada de escuelas públicas en el desempeno estudiantil en la educación media en Colombia," Revista Ecos de Economía, Universidad EAFIT, vol. 19(41), pages 108-136, December.
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    1093. Mohammad Mahfuzur Rahman Bhuiyan & Keshav Lall Maharjan, 2022. "Impact of Farmer Field School on Crop Income, Agroecology, and Farmer’s Behavior in Farming: A Case Study on Cumilla District in Bangladesh," Sustainability, MDPI, vol. 14(7), pages 1-20, April.
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    1115. Jeon, Jin Q. & Lee, Cheolwoo & Nasser, Tareque & Via, M. Tony, 2015. "Multiple lead underwriter IPOs and firm visibility," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 128-149.
    1116. Kristen Harknett, 2006. "Does Receiving an Earnings Supplement Affect Union Formation? Estimating Effects for Program Participants Using Propensity Score Matching," Evaluation Review, , vol. 30(6), pages 741-778, December.
    1117. Giovanni Mellace & Roberto Rocci, 2011. "Principal Stratification in sample selection problems with non normal error terms," CEIS Research Paper 194, Tor Vergata University, CEIS, revised 02 May 2011.
    1118. Capraro Rodríguez Santiago & Perrotini Hernández Ignacio, 2012. "Intervenciones cambiarias esterilizadas, teoría y evidencia:el caso de México," Contaduría y Administración, Accounting and Management, vol. 57(2), pages 11-44, abril-jun.
    1119. McKenzie, David & Gibson, John & Stillman, Steven, 2006. "How important is selection ? Experimental versus non-experimental measures of the income gains from migration," Policy Research Working Paper Series 3906, The World Bank.
    1120. Daniel S. Hosken & Luke M. Olson & Loren K. Smith, 2018. "Do retail mergers affect competition? Evidence from grocery retailing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(1), pages 3-22, March.
    1121. Andrew D. Racine & Cristina Yunzal-Butler, 2007. "Reassessing the WIC Effect: Evidence from the Pregnancy Nutrition Surveillance System," NBER Working Papers 13441, National Bureau of Economic Research, Inc.
    1122. Kenneth A. Couch & Dana W. Placzek, 2010. "Earnings Losses of Displaced Workers Revisited," American Economic Review, American Economic Association, vol. 100(1), pages 572-589, March.
    1123. Naureen Fatema & Shahriar Kibriya, 2018. "Givers of great dinners know few enemies: The impact of household food sufficiency and food sharing on low intensity interhousehold and community conflict in Eastern Democratic Republic of Congo," HiCN Working Papers 267, Households in Conflict Network.
    1124. Christoph Wunder & Johannes Schwarze, 2014. "Is Posner Right? An Empirical Test of the Posner Argument for Transferring Health Spending from Old Women to Old Men," Journal of Happiness Studies, Springer, vol. 15(6), pages 1239-1257, December.
    1125. Fan, Yanqin & Shi, Xuetao & Tao, Jing, 2023. "Partial identification and inference in moment models with incomplete data," Journal of Econometrics, Elsevier, vol. 235(2), pages 418-443.
    1126. Sawada, Yasuyuki & Ishii, Takaharu, 2012. "Do Community-Managed Schools Facilitate Social Capital Accumulation? Evidence from the COGES Project in Burkina Faso," Working Papers 42, JICA Research Institute.
    1127. McBride, William D. & Greene, Catherine & Foreman, Linda, 2013. "The Structure and Profitability of Organic Field Corn Production," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 149671, Agricultural and Applied Economics Association.
    1128. Khan Samir & Ugander Johan, 2023. "Adaptive normalization for IPW estimation," Journal of Causal Inference, De Gruyter, vol. 11(1), pages 1-33, January.
    1129. Guarascio, Dario & Tamagni, Federico, 2019. "Persistence of innovation and patterns of firm growth," Research Policy, Elsevier, vol. 48(6), pages 1493-1512.
    1130. Siying Guo & Jianxuan Liu & Qiu Wang, 2022. "Effective Learning During COVID-19: Multilevel Covariates Matching and Propensity Score Matching," Annals of Data Science, Springer, vol. 9(5), pages 967-982, October.
    1131. Canzian, Giulia & Meroni, Elena Claudia & Santangelo, Giulia, 2023. "Evaluation of a Flemish Active Labour Market Policy in the framework of the European Social Fund. Results and challenges," Socio-Economic Planning Sciences, Elsevier, vol. 88(C).
    1132. Nianbo Dong & Elizabeth A. Stuart & David Lenis & Trang Quynh Nguyen, 2020. "Using Propensity Score Analysis of Survey Data to Estimate Population Average Treatment Effects: A Case Study Comparing Different Methods," Evaluation Review, , vol. 44(1), pages 84-108, February.
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    1138. Bonani, Michela, 2023. "Essays on innovation, cooperation, and competition under standardization," Other publications TiSEM 1c87d7fc-2c24-430a-9d4e-1, Tilburg University, School of Economics and Management.
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    1181. Hoolda Kim & Sophie Mitra, 2023. "The Economic and Health Effects of Long-term Care Insurance: New Evidence from Korea," Fordham Economics Discussion Paper Series dp2023-02er:dp2023-02, Fordham University, Department of Economics.
    1182. Denisova-Schmidt, Elena & Huber, Martin & Leontyeva, Elvira, 2016. "On the development of students’ attitudes towards corruption and cheating in Russian universities," FSES Working Papers 467, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    1183. Francken, Nathalie & Minten, Bart & Swinnen, Johan F.M., 2009. "Media, Monitoring, and Capture of Public Funds: Evidence from Madagascar," World Development, Elsevier, vol. 37(1), pages 242-255, January.
    1184. Bajo, Emanuele & Barbi, Massimiliano & Petrella, Giovanni, 2017. "Do firms get what they pay for? A second thought on over-allotment option in IPOs," The Quarterly Review of Economics and Finance, Elsevier, vol. 63(C), pages 219-232.
    1185. Tunga Kantarcı & Jan‐Maarten van Sonsbeek & Yi Zhang, 2023. "The heterogeneous impact of stricter criteria for disability insurance," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 1898-1920, September.
    1186. Tsapeli, Fani & Musolesi, Mirco & Tino, Peter, 2017. "Non-parametric causality detection: An application to social media and financial data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 483(C), pages 139-155.
    1187. Guo, Shenyang & Barth, Richard P. & Gibbons, Claire, 2006. "Propensity score matching strategies for evaluating substance abuse services for child welfare clients," Children and Youth Services Review, Elsevier, vol. 28(4), pages 357-383, April.
    1188. Mahoukede, Kinkingninhoun-Medagbe & Aliou, Diagne & Rita A., Agboh-Noameshie, 2015. "Impact of NERICA Adoption on Productivity and Income in Benin: Is There Gender Difference?," 2015 Conference, August 9-14, 2015, Milan, Italy 211634, International Association of Agricultural Economists.
    1189. Zhexiao Lin & Peng Ding & Fang Han, 2021. "Estimation based on nearest neighbor matching: from density ratio to average treatment effect," Papers 2112.13506, arXiv.org.
    1190. Michael Landesmann & Sandra M. Leitner & Isilda Mara, 2015. "Should I Stay, Should I Go Back or Should I Move Further? Contrasting Answers under Diverse Migration Regimes," wiiw Working Papers 111, The Vienna Institute for International Economic Studies, wiiw.
    1191. Ganesh Karapakula, 2023. "Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap," Papers 2301.05703, arXiv.org, revised Jan 2023.
    1192. Gisléia Benini Duarte & André de Souza Melo & Diego Firmino Costa da Silva, 2019. "Do government audits reduce dengue? Estimating the impact of federal monitoring lotteries program on dengue incidence," International Journal of Health Economics and Management, Springer, vol. 19(3), pages 359-369, December.
    1193. Timothy P. Derdenger, 2018. "Examining the impact of celebrity endorsements across consumer segments: an empirical study of Tiger Woods’ endorsement effect on golf equipment," Marketing Letters, Springer, vol. 29(2), pages 123-136, June.
    1194. Matthew A. COLE & Robert R.J. ELLIOTT & OKUBO Toshihiro & Liyun ZHANG, 2017. "The Pollution Outsourcing Hypothesis: An empirical test for Japan," Discussion papers 17096, Research Institute of Economy, Trade and Industry (RIETI).
    1195. Esaka, Taro, 2014. "Are consistent pegs really more prone to currency crises?," Journal of International Money and Finance, Elsevier, vol. 44(C), pages 136-163.
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    1222. Barth, Richard P. & Greeson, Johanna K.P. & Guo, Shenyang & Green, Rebecca L. & Hurley, Sarah & Sisson, Jocelyn, 2007. "Changes in family functioning and child behavior following intensive in-home therapy," Children and Youth Services Review, Elsevier, vol. 29(8), pages 988-1009, August.
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    2. Nezih Guner & Yuliya Kulikova & Joan Llull, 2016. "Marriage and Health: Selection, Protection, and Assortative Mating," Working Papers wp2016_1612, CEMFI.
    3. Muehlenbachs, Lucija & Spiller, Elisheba & Timmins, Christopher, "undated". "The Housing Market Impacts of Shale Gas Development," RFF Working Paper Series dp-13-39-rev, Resources for the Future.
    4. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Feb 2024.
    5. Nkonya, Ephraim & Phillip, Dayo & Mogues, Tewodaj & Pender, John & Kato, Edward, 2012. "Impacts of Community-driven Development Programs on Income and Asset Acquisition in Africa: The Case of Nigeria," World Development, Elsevier, vol. 40(9), pages 1824-1838.
    6. Petracco, Carly K. & Pender, John, 2009. "Evaluating the impact of land tenure and titling on access to credit in Uganda:," IFPRI discussion papers 853, International Food Policy Research Institute (IFPRI).
    7. Dettmann, Eva & Becker, Claudia & Schmeißer, Christian, 2010. "Is there a Superior Distance Function for Matching in Small Samples?," IWH Discussion Papers 3/2010, Halle Institute for Economic Research (IWH).
    8. Ayako Suzuki, 2006. "Vertical Integration in the U.S. Cable Industry," ISER Discussion Paper 0675, Institute of Social and Economic Research, Osaka University.
    9. Ruud Gerards & Joan Muysken & Riccardo Welters, 2014. "Active Labour Market Policy by a Profit-Maximizing Firm," British Journal of Industrial Relations, London School of Economics, vol. 52(1), pages 136-157, March.
    10. Heitor Almeida & Murillo Campello & Bruno Laranjeira & Scott Weisbenner, 2009. "Corporate Debt Maturity and the Real Effects of the 2007 Credit Crisis," NBER Working Papers 14990, National Bureau of Economic Research, Inc.
    11. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
    12. Alix-Garcia, Jennifer Marie & Shapiro, Elizabeth N. & Sims, Katharine R.E., 2010. "Forest Conservation and Slippage: Evidence from Mexico's National Payments for Ecosystem Services Program," Staff Papers 93045, University of Wisconsin-Madison, Department of Agricultural and Applied Economics.
    13. Nitya Mittal & Meenakshi J V, 2016. "Does the ICDS Improve the Quantity and Quality of Children’s Diets? Some Evidence from Rural Bihar," Working Papers id:11239, eSocialSciences.
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    15. Bruno Cirillo & Stefano Brusoni & Giovanni Valentini, 2014. "The Rejuvenation of Inventors Through Corporate Spinouts," Post-Print halshs-01948175, HAL.
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    17. Kyoo il Kim, 2019. "Efficiency of Average Treatment Effect Estimation When the True Propensity Is Parametric," Econometrics, MDPI, vol. 7(2), pages 1-13, May.
    18. Kuhn, Dieter, 2011. "Delayering and Firm Performance: Evidence from Swiss firm-level Data," Working papers 2011/02, Faculty of Business and Economics - University of Basel.
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    4. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," NBER Technical Working Papers 0324, National Bureau of Economic Research, Inc.
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    11. Daniel L. Millimet & Rusty Tchernis, 2009. "Estimation of Treatment Effects Without an Exclusion Restriction: with an Application to the Analysis of the School Breakfast Program," NBER Working Papers 15539, National Bureau of Economic Research, Inc.
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    15. James Roumasset & Christopher Wada, 2012. "The Economics of Groundwater," Working Papers 201211, University of Hawaii at Manoa, Department of Economics.
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    61. Kukić, Leonard, 2023. "The last Yugoslavs: Ethnic diversity and national identity," Explorations in Economic History, Elsevier, vol. 88(C).
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    63. Thomas Crossley & Peter Levell & Stavros Poupakis, 2020. "Regression with an imputed dependent variable," IFS Working Papers W20/25, Institute for Fiscal Studies.
    64. Collins, Sean & Gallagher, Emily, 2014. "Assessing Credit Risk in Money Market Fund Portfolios," MPRA Paper 56256, University Library of Munich, Germany.
    65. Paolo Pinotti, 2020. "The Credibility Revolution in the Empirical Analysis of Crime," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 6(2), pages 207-220, July.
    66. Chih-Sheng Hsieh & Stanley I. M. Ko & Jaromír Kovářík & Trevon Logan, 2018. "Non-Randomly Sampled Networks: Biases and Corrections," NBER Working Papers 25270, National Bureau of Economic Research, Inc.
    67. Donal O'Neill, 2015. "Correcting for Self-Reporting Bias in BMI: A Multiple Imputation Approach," Economics Department Working Paper Series n263-15.pdf, Department of Economics, National University of Ireland - Maynooth.
    68. Abay, Kibrom A. & Barrett, Christopher B. & Kilic, Talip & Moylan, Heather & Ilukor, John & Vundru, Wilbert Drazi, 2023. "Nonclassical measurement error and farmers’ response to information treatment," Journal of Development Economics, Elsevier, vol. 164(C).
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    71. William M. Gentry & Deen Kemsley & Christopher J. Mayer, 2001. "Dividend Taxes and Share Prices: Evidence from Real Estate Investment Trusts," NBER Working Papers 8486, National Bureau of Economic Research, Inc.
    72. Lena Nekby & Per Pettersson‐Lidbom, 2017. "Revisiting the Relationship between Ethnic Diversity and Preferences for Redistribution: Comment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 119(2), pages 268-287, April.
    73. Ellyson, Alice M. & Robertson, Justin C., 2019. "Can malpractice pressure compel a physician to relocate?," International Review of Law and Economics, Elsevier, vol. 57(C), pages 37-48.
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    75. Aprajit Mahajan, 2006. "Identification and Estimation of Regression Models with Misclassification," Econometrica, Econometric Society, vol. 74(3), pages 631-665, May.
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    77. Bronars, Stephen G. & Oettinger, Gerald S., 2006. "Estimates of the return to schooling and ability: evidence from sibling data," Labour Economics, Elsevier, vol. 13(1), pages 19-34, February.
    78. Gooch, Elizabeth, 2017. "The impact of reduced incidence of malaria and other mosquito-borne diseases on global population," Journal of Development Economics, Elsevier, vol. 124(C), pages 214-228.
    79. Nadine Fabritz, 2015. "Investment in ICT: Determinants and Economic Implications," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 60.
    80. Thomas van Huizen, 2021. "Teacher bias or measurement error bias? Evidence from track recommendations," Working Papers 2113, Utrecht School of Economics.
    81. Sen, Bisakha & Wingate, Martha Slay & Kirby, Russell, 2012. "The relationship between state abortion-restrictions and homicide deaths among children under 5 years of age: A longitudinal study," Social Science & Medicine, Elsevier, vol. 75(1), pages 156-164.
    82. Doppelhofer, G. & Moe Hansen, O-P. & Weeks, M., 2017. "Determinants of long-term economic growth redux: A Measurement Error Model Averaging (MEMA) approach," Cambridge Working Papers in Economics 1702, Faculty of Economics, University of Cambridge.
    83. Bindler, Anna, 2016. "Still unemployed, what next? Crime and unemployment duration," Working Papers in Economics 660, University of Gothenburg, Department of Economics.
    84. ChangHwan Kim & Christopher R. Tamborini, 2014. "Response Error in Earnings," Sociological Methods & Research, , vol. 43(1), pages 39-72, February.
    85. Abay,Kibrom A. & Barrett,Christopher B. & Kilic,Talip & Moylan,Heather G. & Ilukor,John & Vundru,Wilbert Drazi, 2022. "Nonclassical Measurement Error and Farmers’ Response to Information Reveal Behavioral Anomalies," Policy Research Working Paper Series 9908, The World Bank.
    86. Tsvetan Tsvetanov & Kathleen Segerson, 2014. "The Welfare Effects of Energy Efficiency Standards When Choice Sets Matter," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 1(1), pages 233-271.
    87. Agarwal, Nikhil & Banternghansa, Chanont & Bui, Linda T.M., 2010. "Toxic exposure in America: Estimating fetal and infant health outcomes from 14 years of TRI reporting," Journal of Health Economics, Elsevier, vol. 29(4), pages 557-574, July.
    88. Rybczynski, Kate, 2009. "Are Liquidity Constraints Holding Women Back? An Analysis of Gender in Self-Employment Earnings," The Journal of Economic Asymmetries, Elsevier, vol. 6(1), pages 141-165.
    89. Aaron Chalfin & Michael LaForest & Jacob Kaplan, 2021. "Can Precision Policing Reduce Gun Violence? Evidence from “Gang Takedowns” in New York City," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(4), pages 1047-1082, September.
    90. Thomas J. Kane & Douglas O. Staiger, 2001. "Improving School Accountability Measures," NBER Working Papers 8156, National Bureau of Economic Research, Inc.
    91. Doppelhofer, Gernot & Hansen, Ole-Petter Moe & Weeks, Melvyn, 2016. "Determinants of long-term economic Growth redux: A Measurement Error Model Averaging (MEMA) approach," Discussion Paper Series in Economics 19/2016, Norwegian School of Economics, Department of Economics.

  78. Imbens, Guido W. & Pizer, William A., 2000. "The Analysis of Randomized Experiments with Missing Data," Discussion Papers 10596, Resources for the Future.

    Cited by:

    1. Molinari, Francesca, 2005. "Missing Treatments," Working Papers 05-11, Cornell University, Center for Analytic Economics.

  79. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2000. "The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program," NBER Working Papers 8007, National Bureau of Economic Research, Inc.

    Cited by:

    1. Joshua D. Angrist, 2003. "Treatment Effect Heterogeneity in Theory and Practice," NBER Working Papers 9708, National Bureau of Economic Research, Inc.
    2. Steven Glazerman & Dan M. Levy & David Myers, 2003. "Nonexperimental Versus Experimental Estimates of Earnings Impacts," The ANNALS of the American Academy of Political and Social Science, , vol. 589(1), pages 63-93, September.
    3. Michael Lechner & Ruth Miquel & Conny Wunsch, 2005. "The Curse and Blessing of Training the Unemployed in a Changing Economy: The Case of East Germany after Unification," University of St. Gallen Department of Economics working paper series 2005 2005-15, Department of Economics, University of St. Gallen.
    4. Michael White, 2004. "Effective Job Search Practice in the UK's Mandatory Welfare-to-Work Programme for Youth," PSI Research Discussion Series 17, Policy Studies Institute, UK.
    5. Jonathan F. Pingle, 2003. "What if welfare had no work requirements? the age of youngest child exemption and the rise in employment of single mothers," Finance and Economics Discussion Series 2003-57, Board of Governors of the Federal Reserve System (U.S.).
    6. Michael Lechner & Ruth Miquel & Conny Wunsch, 2004. "Long-run Effects of Public Sector Sponsored Training in West Germany," University of St. Gallen Department of Economics working paper series 2004 2004-19, Department of Economics, University of St. Gallen.
    7. Robert Moffitt, 2002. "The role of randomized field trials in social science research: a perspective from evaluations of reforms of social welfare programs," CeMMAP working papers 23/02, Institute for Fiscal Studies.
    8. Conny Wunsch & Michael Lechner, 2008. "What Did All the Money Do? On the General Ineffectiveness of Recent West German Labour Market Programmes," Kyklos, Wiley Blackwell, vol. 61(1), pages 134-174, February.
    9. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program," NBER Working Papers 11939, National Bureau of Economic Research, Inc.
    10. Rajeev Dehejia, 1999. "Program Evaluation as a Decision Problem," NBER Working Papers 6954, National Bureau of Economic Research, Inc.
    11. Rebecca M. Blank, 2002. "Evaluating Welfare Reform in the United States," NBER Working Papers 8983, National Bureau of Economic Research, Inc.
    12. Wolfgang Ochel, 2004. "Welfare-to-Work Experiences with Specific Work-First Programmes in Selected Countries," CESifo Working Paper Series 1153, CESifo.
    13. Flores-Lagunes, Alfonso & Gonzalez, Arturo & Neumann, Todd C., 2005. "Learning but Not Earning? The Value of Job Corps Training for Hispanic Youths," IZA Discussion Papers 1638, Institute of Labor Economics (IZA).
    14. Lechner, Michael & Wunsch, Conny, 2006. "Are Training Programs More Effective When Unemployment Is High?," IZA Discussion Papers 2355, Institute of Labor Economics (IZA).
    15. Eduardo Rodrigues-Oreggia, 2010. "The Impact of Natural Disasters on Human Development and Poverty at the Municipal Level in Mexico," CID Working Papers 43, Center for International Development at Harvard University.
    16. The Treasury, 2001. "Human Capital and the Inclusive Economy," Treasury Working Paper Series 01/16, New Zealand Treasury.
    17. Eduardo Rodrigues-Oreggia & Samuel Freije, 2012. "Long term impact of a Cash-Transfers Program on Labor Outcomes of the Rural Youth," CID Working Papers 230, Center for International Development at Harvard University.
    18. Angelucci, Manuela & De Giorgi, Giacomo, 2006. "Indirect Effects of an Aid Program: The Case of Progresa and Consumption," IZA Discussion Papers 1955, Institute of Labor Economics (IZA).
    19. Andrew Dyke & Carolyn J. Heinrich & Peter R. Mueser & Kenneth R. Troske & Kyung-Seong Jeon, 2006. "The Effects of Welfare-to-Work Program Activities on Labor Market Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 567-608, July.
    20. V. Joseph Hotz & Charles H. Mullin & John Karl Scholz, 2001. "The Earned Income Tax Credit and Labor Market Participation of Families on Welfare," JCPR Working Papers 214, Northwestern University/University of Chicago Joint Center for Poverty Research.
    21. John V. Pepper, 2003. "Using Experiments to Evaluate Performance Standards: What Do Welfare-to-Work Demonstrations Reveal to Welfare Reformers?," Journal of Human Resources, University of Wisconsin Press, vol. 38(4).
    22. Blank, Rebecca M., 2002. "Can equity and efficiency complement each other?," Labour Economics, Elsevier, vol. 9(4), pages 451-468, September.
    23. Jason Heyes & Ludek Rychly (ed.), 2013. "Labour Administration in Uncertain Times," Books, Edward Elgar Publishing, number 15525.
    24. Ayala, Luis & Rodriguez, Magdalena, 2006. "The latin model of welfare: Do `insertion contracts' reduce long-term dependence?," Labour Economics, Elsevier, vol. 13(6), pages 799-822, December.
    25. Holzer, Harry J., 2008. "Workforce Development as an Antipoverty Strategy: What Do We Know? What Should We Do?," IZA Discussion Papers 3776, Institute of Labor Economics (IZA).
    26. Martin Huber & Michael Lechner & Conny Wunsch & Thomas Walter, 2011. "Do German Welfare‐to‐Work Programmes Reduce Welfare Dependency and Increase Employment?," German Economic Review, Verein für Socialpolitik, vol. 12(2), pages 182-204, May.
    27. Raaum, Oddbjørn & Torp, Hege & Zhang, Tao, 2003. "Do individual programme effects exceed the costs? Norwegian evidence on long run effects of labour market training," Memorandum 15/2002, Oslo University, Department of Economics.
    28. Berthold, Norbert & von Berchem, Sascha, 2002. "Sozialhilfe im wettbewerblichen Föderalismus: Erfahrungen der USA, Lehren für Deutschland," Discussion Paper Series 58, Julius Maximilian University of Würzburg, Chair of Economic Order and Social Policy.
    29. Destefanis, Sergio & Mastromatteo, Giuseppe, 2010. "Wage Inequality and Labour-market Performance. A Role for Corporate Social Responsibility - Disuguaglianza salariale e performance del mercato del lavoro," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 63(1), pages 91-120.

  80. Alberto Abadie & Joshua Angrist & Guido Imbens, 1999. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Working papers 99-16, Massachusetts Institute of Technology (MIT), Department of Economics.

    Cited by:

    1. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    2. Galvao, Antonio F. & Montes-Rojas, Gabriel, 2015. "On the equivalence of instrumental variables estimators for linear models," Economics Letters, Elsevier, vol. 134(C), pages 13-15.
    3. Stefan Hoderlein & Yuya Sasaki, 2013. "Outcome Conditioned Treatment Effects," Boston College Working Papers in Economics 840, Boston College Department of Economics.
    4. Eric Gautier & Stefan Soderlein, 2011. "Estimating the Distribution of Treatment Effects," Working Papers 2011-25, Center for Research in Economics and Statistics.
    5. Yu-Chin Hsu & Ta-Cheng Huang & Haiqing Xu, 2018. "Testing for Unobserved Heterogeneous Treatment Effects with Observational Data," Papers 1803.07514, arXiv.org, revised Aug 2021.
    6. Joshua Goodman & Oded Gurantz & Jonathan Smith, 2018. "Take Two! SAT Retaking and College Enrollment Gaps," NBER Working Papers 24945, National Bureau of Economic Research, Inc.
    7. Lingjie Ma & Roger Koenker, 2004. "Quantile regression methods for recursive structural equation models," CeMMAP working papers CWP01/04, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    8. Ismael Mourifié & Yuanyuan Wan, 2017. "Testing Local Average Treatment Effect Assumptions," The Review of Economics and Statistics, MIT Press, vol. 99(2), pages 305-313, May.
    9. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
    10. Alex Coad & Julian Frankish & Paul Nightingale & Richard G. Roberts & David J. Storey, 2012. "Business Experience and Start-up Size: Buying More Lottery Tickets Next Time Around?," SPRU Working Paper Series 203, SPRU - Science Policy Research Unit, University of Sussex Business School.
    11. Mark G. Duggan & William N. Evans, 2005. "Estimating the Impact of Medical Innovation: A Case Study of HIV Antiretroviral Treatments," NBER Working Papers 11109, National Bureau of Economic Research, Inc.
    12. Joshua D. Angrist, 2003. "Treatment Effect Heterogeneity in Theory and Practice," NBER Working Papers 9708, National Bureau of Economic Research, Inc.
    13. Daniel Mejía & Pascual Restrepo & Sandra V. Rozo, 2017. "On the Effects of Enforcement on Illegal Markets: Evidence from a Quasi-Experiment in Colombia," The World Bank Economic Review, World Bank, vol. 31(2), pages 570-594.
    14. Tae-Hwan Kim & Christophe Muller, 2020. "Inconsistency transmission and variance reduction in two-stage quantile regression," Post-Print hal-02084505, HAL.
    15. Antecol, Heather & Eren, Ozkan & Ozbeklik, Serkan, 2013. "The effect of Teach for America on the distribution of student achievement in primary school: Evidence from a randomized experiment," Economics of Education Review, Elsevier, vol. 37(C), pages 113-125.
    16. Behaghel, Luc & Lorenceau, Adrien & Quantin, Simon, 2013. "Replacing churches and mason lodges? Tax exemptions and rural development," CEPREMAP Working Papers (Docweb) 1308, CEPREMAP.
    17. González, Felipe, 2020. "Collective action in networks: Evidence from the Chilean student movement," Journal of Public Economics, Elsevier, vol. 188(C).
    18. Francesco Andreoli & Tarjei Havnes & Arnaud Lefranc, 2019. "Robust Inequality of Opportunity Comparisons: Theory and Application to Early Childhood Policy Evaluation," Post-Print hal-02528191, HAL.
    19. Francesco Andreoli & Arnaud Lefranc, 2013. "Equalization of opportunity: Definitions and implementable conditions," Working Papers 310, ECINEQ, Society for the Study of Economic Inequality.
    20. Stephen G. Donald & Yu-Chin Hsu & Robert P. Lieli, 2010. "Inverse Propensity Score Weighted Estimation of Local Average Treatment Effects and a Test of the Unconfoundedness Assumption," CEU Working Papers 2012_9, Department of Economics, Central European University, revised 11 Aug 2010.
    21. Ihle, Dorothee, 2017. "Quantile treatment effects of Riester participation on wealth," CAWM Discussion Papers 96, University of Münster, Münster Center for Economic Policy (MEP).
    22. Fort, Margherita, 2005. "Education and timing of births: evidence from a natural experiment in Italy," ISER Working Paper Series 2005-20, Institute for Social and Economic Research.
    23. Toru Kitagawa & Aleksey Tetenov, 2018. "Who Should Be Treated? Empirical Welfare Maximization Methods for Treatment Choice," Econometrica, Econometric Society, vol. 86(2), pages 591-616, March.
    24. Clément de Chaisemartin & Luc Behaghel, 2020. "Estimating the Effect of Treatments Allocated by Randomized Waiting Lists," Econometrica, Econometric Society, vol. 88(4), pages 1453-1477, July.
    25. Abadie, Alberto, 2003. "Semiparametric instrumental variable estimation of treatment response models," Journal of Econometrics, Elsevier, vol. 113(2), pages 231-263, April.
    26. Brantly Callaway & Tong Li, 2019. "Quantile treatment effects in difference in differences models with panel data," Quantitative Economics, Econometric Society, vol. 10(4), pages 1579-1618, November.
    27. Nguezet, Paul Martin Dontsop & Diagne, Aliou & Okoruwa, Victor Olusegun & Ojehomon, Vivian, 2011. "Impact of Improved Rice Technology (NERICA varieties) on Income and Poverty among Rice Farming Households in Nigeria: A Local Average Treatment Effect (LATE) Approach," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 50(3), pages 1-25.
    28. Peter Siminski & Simon Ville, 2012. "I Was Only Nineteen, 45 Years Ago: What Can we Learn from Australia’s Conscription Lotteries?," Economics Working Papers wp12-06, School of Economics, University of Wollongong, NSW, Australia.
    29. Neng-Chieh Chang, 2020. "The Mode Treatment Effect," Papers 2007.11606, arXiv.org.
    30. Yonatan Eyal, 2010. "Examination of the Empirical Research Environment of Program Evaluation: Methodology and Application," Evaluation Review, , vol. 34(6), pages 455-486, December.
    31. Christophe Muller, 2019. "Linear Quantile Regression and Endogeneity Correction," AMSE Working Papers 1920, Aix-Marseille School of Economics, France.
    32. Victor Chernozhukov & Ivan Fernandez-Val & Alfred Galichon, 2007. "Quantile and probability curves without crossing," CeMMAP working papers CWP10/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    33. Huber, Martin & Mellace, Giovanni, 2012. "Relaxing monotonicity in the identification of local average treatment effects," Economics Working Paper Series 1212, University of St. Gallen, School of Economics and Political Science.
    34. Toru Kitagawa & Aleksey Tetenov, 2018. "Equality-minded treatment choice," CeMMAP working papers CWP71/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    35. Kaplan, David M. & Sun, Yixiao, 2012. "Smoothed Estimating Equations For Instrumental Variables Quantile Regression," University of California at San Diego, Economics Working Paper Series qt888657tp, Department of Economics, UC San Diego.
    36. Frölich, Markus & Huber, Martin, 2014. "Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables," IZA Discussion Papers 8280, Institute of Labor Economics (IZA).
    37. Ron Diris, 2017. "Don't Hold Back? The Effect of Grade Retention on Student Achievement," Education Finance and Policy, MIT Press, vol. 12(3), pages 312-341, Summer.
    38. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    39. Henrik Hansen & Neda Trifković, 2013. "Food Standards are Good – for Middle-Class Farmers," IFRO Working Paper 2013/19, University of Copenhagen, Department of Food and Resource Economics.
    40. Asfaw, Abraham Abebe, 2018. "The distributional effect of investment in early childhood nutrition: A panel quantile approach," World Development, Elsevier, vol. 110(C), pages 63-74.
    41. P. Givord & X. Dhaultfoeuille, 2013. "La régression quantile en pratique," Documents de Travail de l'Insee - INSEE Working Papers m2013-01, Institut National de la Statistique et des Etudes Economiques.
    42. Michael Lechner & Blaise Melly, 2010. "Partial Idendification of Wage Effects of Training Programs," Working Papers 2010-8, Brown University, Department of Economics.
    43. Victor Chernozhukov & Ivan Fernandez-Val & Blaise Melly, 2009. "Inference on counterfactual distributions," CeMMAP working papers CWP09/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    44. Gary Goertz & Tony Hak & Jan Dul, 2013. "Ceilings and Floors," Sociological Methods & Research, , vol. 42(1), pages 3-40, February.
    45. Dambala Gelo & Steven F. Koch & Edwin Muchapondwah, 2013. "Do the Poor Benefit from Devolution Policies? Evidences from Quantile Treatment Effect Evaluation of Joint Forest Management," Working Papers 201388, University of Pretoria, Department of Economics.
    46. Salima BOUAYAD AGHA & Nadine TURPIN & Lionel VEDRINE, 2013. "Au-Delà De La Moyenne : Les Effets Par Quantile De La Politique De Cohésion De L’Union Européenne," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 38, pages 27-48.
    47. Susan Athey & Guido W. Imbens, 2002. "Identification and Inference in Nonlinear Difference-In-Differences Models," NBER Technical Working Papers 0280, National Bureau of Economic Research, Inc.
    48. Kim, Taejong & Lee, Ju-Ho & Lee, Young, 2008. "Mixing versus sorting in schooling: Evidence from the equalization policy in South Korea," Economics of Education Review, Elsevier, vol. 27(6), pages 697-711, December.
    49. Bitler, Marianne P. & Gelbach, Jonah B. & Hoynes, Hilary W., 2005. "What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments," IZA Discussion Papers 1728, Institute of Labor Economics (IZA).
    50. Muller, Christophe, 2018. "Heterogeneity and nonconstant effect in two-stage quantile regression," Econometrics and Statistics, Elsevier, vol. 8(C), pages 3-12.
    51. Paul. B. Kenfac Dongmezo & P. N. Mwita & I. R. Kamga Tchwaket, 2018. "Distributive and Quantile Treatment Effects: Imputation Based Estimators Approach," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 7(2), pages 1-3.
    52. Ruth Miquel, 2002. "Identification of Dynamic Treatment Effects by Instrumental Variables," University of St. Gallen Department of Economics working paper series 2002 2002-11, Department of Economics, University of St. Gallen.
    53. Nathaniel Baum-Snow & Fernando Ferreira, 2014. "Causal Inference in Urban and Regional Economics," NBER Working Papers 20535, National Bureau of Economic Research, Inc.
    54. Di Xu & Sabrina Solanki & Ashley Harlow, 2020. "Examining the Relationship Between 2-year College Entry and Baccalaureate Aspirants’ Academic and Labor Market Outcomes: Impacts, Heterogeneity, and Mechanisms," Research in Higher Education, Springer;Association for Institutional Research, vol. 61(3), pages 297-329, May.
    55. Agata Maida & Daniela Sonedda, 2019. "Getting out of the starting gate on the right foot: employment effects of investment in human capital," LABORatorio R. Revelli Working Papers Series 164, LABORatorio R. Revelli, Centre for Employment Studies.
    56. Cosimo Abbate & Alessandro Sapio, 2016. "Gazelles and muppets in the City: Stock market listing, risk sharing, and firm growth quantiles," LEM Papers Series 2016/33, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    57. Leonardo Bonilla Mejía, 2011. "Doble jornada escolar y calidad de la educación en Colombia," Documentos de Trabajo Sobre Economía Regional y Urbana 8352, Banco de la República, Economía Regional.
    58. Chalak, Karim, 2019. "A note on the robustness of quantile treatment effect estimands," Economics Letters, Elsevier, vol. 185(C).
    59. Zhenlin Yang & Liangjun Su, 2007. "Instrumental Variable Quantile Estimation of Spatial Autoregressive Models," Working Papers 05-2007, Singapore Management University, School of Economics.
    60. Xavier D'Haultfoeuille & Stefan Hoderlein & Yuya Sasaki, 2013. "Nonlinear Difference-in-Differences in Repeated Cross Sections with Continuous Treatments," Boston College Working Papers in Economics 839, Boston College Department of Economics.
    61. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 127-234, National Bureau of Economic Research, Inc.
    62. Shanti Gamper-Rabindran & Shakeeb Khan & Christopher Timmins, 2008. "The Impact of Piped Water Provision on Infant Mortality in Brazil: A Quantile Panel Data Approach," NBER Working Papers 14365, National Bureau of Economic Research, Inc.
    63. Bargain, Olivier & Melly, Blaise, 2008. "Public Sector Pay Gap in France: New Evidence Using Panel Data," IZA Discussion Papers 3427, Institute of Labor Economics (IZA).
    64. Giorgio Brunello & Margherita Fort & Guglielmo Weber, 2009. "Changes in Compulsory Schooling, Education and the Distribution of Wages in Europe," Economic Journal, Royal Economic Society, vol. 119(536), pages 516-539, March.
    65. Kaspar W thrich, 2014. "A Comparison of two Quantile Models with Endogeneity," Diskussionsschriften dp1408, Universitaet Bern, Departement Volkswirtschaft.
    66. Timothy Besley & Neil Meads & Paolo Surico, 2012. "Risk Heterogeneity and Credit Supply: Evidence from the Mortgage Market," NBER Chapters, in: NBER Macroeconomics Annual 2012, Volume 27, pages 375-419, National Bureau of Economic Research, Inc.
    67. Jesse Rothstein, 2008. "The Unintended Consequences of Encouraging Work: Tax Incidence and the EITC," Working Papers 1049, Princeton University, Department of Economics, Center for Economic Policy Studies..
    68. John DiNardo & David S. Lee, 2010. "Program Evaluation and Research Designs," NBER Working Papers 16016, National Bureau of Economic Research, Inc.
    69. Sandra Kendo & Josephine Tchakounte, 2022. "Impact of asset size on performance and outreach using panel quantile regression with non-additive fixed effects," Empirical Economics, Springer, vol. 62(1), pages 65-92, January.
    70. Magne Mogstad & Andres Santos & Alexander Torgovitsky, 2018. "Using Instrumental Variables for Inference About Policy Relevant Treatment Parameters," Econometrica, Econometric Society, vol. 86(5), pages 1589-1619, September.
    71. Song, Yang, 2019. "Sorting, school performance and quality: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 47(1), pages 238-261.
    72. Santiago Pereda Fernández, 2019. "Identification and estimation of triangular models with a binary treatment," Temi di discussione (Economic working papers) 1210, Bank of Italy, Economic Research and International Relations Area.
    73. Brunello, Giorgio & Fort, Margherita & Weber, Guglielmo, 2007. "“For One More Year with You”: Changes in Compulsory Schooling, Education and the Distribution of Wages in Europe," IZA Discussion Papers 3102, Institute of Labor Economics (IZA).
    74. Nadezhda V. Baryshnikova & Ngoc T. A. Pham, 2019. "Natural Disasters and Mental Health: A Quantile approach," School of Economics and Public Policy Working Papers 2019-03, University of Adelaide, School of Economics and Public Policy.
    75. Andrew M. Jones & Ángel López-Nicolás, 2002. "The importance of individual heterogeneity in the decomposition of measures of socioeconomic inequality in health: An approach based on quantile regression," Working Papers, Research Center on Health and Economics 626, Department of Economics and Business, Universitat Pompeu Fabra.
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    2. Michael Lechner & Conny Wunsch, 2006. "Active Labour Market Policy in East Germany: Waiting for the Economy to Take Off," University of St. Gallen Department of Economics working paper series 2006 2006-24, Department of Economics, University of St. Gallen.
    3. Sianesi, Barbara, 2002. "Differential effects of Swedish active labour market programmes for unemployed adults during the 1990s," Working Paper Series 2002:5, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    4. Larsson, Laura, 2000. "Evaluation of Swedish Youth Labour Market Programmes," Working Paper Series 2000:6, Uppsala University, Department of Economics.
    5. Lechner, Michael & Smith, Jeffrey, 2003. "What is the Value Added by Caseworkers?," CEPR Discussion Papers 3825, C.E.P.R. Discussion Papers.
    6. Michael Lechner & Ruth Miquel & Conny Wunsch, 2005. "The Curse and Blessing of Training the Unemployed in a Changing Economy: The Case of East Germany after Unification," University of St. Gallen Department of Economics working paper series 2005 2005-15, Department of Economics, University of St. Gallen.
    7. Fitzenberger, Bernd & Osikominu, Aderonke & Völter, Robert, 2006. "Get Training or Wait? Long-Run Employment Effects of Training Programs for the Unemployed in West Germany," IZA Discussion Papers 2121, Institute of Labor Economics (IZA).
    8. Hujer, Reinhard & Caliendo, Marco, 2000. "Evaluation of Active Labour Market Policy: Methodological Concepts and Empirical Estimates," IZA Discussion Papers 236, Institute of Labor Economics (IZA).
    9. Lechner, Michael, 2004. "Sequential Matching Estimation of Dynamic Causal Models," IZA Discussion Papers 1042, Institute of Labor Economics (IZA).
    10. Bryson, Alex & Dorsett, Richard & Purdon, Susan, 2002. "The use of propensity score matching in the evaluation of active labour market policies," LSE Research Online Documents on Economics 4993, London School of Economics and Political Science, LSE Library.
    11. Michael Lechner & Ruth Miquel & Conny Wunsch, 2004. "Long-run Effects of Public Sector Sponsored Training in West Germany," University of St. Gallen Department of Economics working paper series 2004 2004-19, Department of Economics, University of St. Gallen.
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    22. Michael Lechner, 2005. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Labor and Demography 0505006, University Library of Munich, Germany.
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    36. Erica Field, 2002. "Educational Debt Burden and Career Choice: Evidence from a Financial Aid Experiment at NYU Law School," Working Papers 848, Princeton University, Department of Economics, Industrial Relations Section..
    37. Nguyen Viet, Cuong, 2008. "Impact Evaluation of Multiple Overlapping Programs using Difference-in-differences with Matching," MPRA Paper 24899, University Library of Munich, Germany.
    38. Fajnzylber, Pablo & Maloney, William F. & Rojas, Gabriel V. Montes, 2006. "Releasing constraints to growth or pushing on a string ? the impact of credit, training, business associations, and taxes on the performance of Mexican micro-firms," Policy Research Working Paper Series 3807, The World Bank.
    39. Larsson, Laura, 2000. "Evaluation of Swedish youth labour market programmes," Working Paper Series 2000:1, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    40. Leroux, Justin & Rizzo, John & Sickles, Robin, 2004. "Health, Mental Health and Labor Productivity: The Role of Self-Reporting Bias," Working Papers 2004-09, Rice University, Department of Economics.
    41. Elena Glinskaya & Michael Lokshin, 2007. "Wage differentials between the public and private sectors in India," Journal of International Development, John Wiley & Sons, Ltd., vol. 19(3), pages 333-355.
    42. Cuong, Nguyen Viet, 2009. "Impact evaluation of multiple overlapping programs under a conditional independence assumption," Research in Economics, Elsevier, vol. 63(1), pages 27-54, March.
    43. Zhao, Zhong, 2005. "Sensitivity of Propensity Score Methods to the Specifications," IZA Discussion Papers 1873, Institute of Labor Economics (IZA).
    44. Kathleen Carey & Avi Dor, 2002. "Does Managerial 'Outsourcing' Reduce Expense Preference Behavior? A Comparison of Adopters and Non-Adopters of Contract-Management in US Hospitals," NBER Working Papers 9157, National Bureau of Economic Research, Inc.
    45. Fredriksson, Peter & Johansson, Per, 2003. "Employment, mobility, and active labor market programs," Working Paper Series 2003:3, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    46. Tuomas Takalo & Tanja Tanayama & Otto Toivanen, 2005. "Selection Or Self-Rejection? Applications Into A Treatment," Industrial Organization 0510002, University Library of Munich, Germany.
    47. Stephan, Gesine & Pahnke, André, 2008. "The Relative Effectiveness of Selected Active Labour Market Programmes and the Common Support Problem," IZA Discussion Papers 3767, Institute of Labor Economics (IZA).
    48. Janod, Veronique & Saint-Martin, Anne, 2004. "Measuring the impact of work reorganization on firm performance: evidence from French manufacturing, 1995-1999," Labour Economics, Elsevier, vol. 11(6), pages 785-798, December.
    49. Lechner, Michael, 1999. "Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption," IZA Discussion Papers 91, Institute of Labor Economics (IZA).
    50. Shen, Yu-Chu, 2002. "The effect of hospital ownership choice on patient outcomes after treatment for acute myocardial infarction," Journal of Health Economics, Elsevier, vol. 21(5), pages 901-922, September.
    51. Inés Hardoy, 2005. "Impact of Multiple Labour Market Programmes on Multiple Outcomes: The Case of Norwegian Youth Programmes," LABOUR, CEIS, vol. 19(3), pages 425-467, September.
    52. Michael Lechner & Ruth Miquel, 2005. "Identification of the Effects of Dynamic Treatments by Sequential Conditional Independence Assumptions," University of St. Gallen Department of Economics working paper series 2005 2005-17, Department of Economics, University of St. Gallen.
    53. Caliendo, Marco & Hujer, Reinhard & Thomsen, Stephan L., 2005. "Individual employment effects of job creation schemes in Germany with respect to sectoral heterogeneity," IAB-Discussion Paper 200513, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    54. Hujer, Reinhard & Wellner, Marc, 2000. "The Effects of Public Sector Sponsored Training on Individual Employment Performance in East Germany," IZA Discussion Papers 141, Institute of Labor Economics (IZA).
    55. Raaum, Oddbjørn & Torp, Hege & Zhang, Tao, 2003. "Do individual programme effects exceed the costs? Norwegian evidence on long run effects of labour market training," Memorandum 15/2002, Oslo University, Department of Economics.
    56. Johansson, Per, 2006. "Using internal replication to establish a treatment effect," Working Paper Series 2006:3, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    57. Carling, Kenneth & Larsson, Laura, 2002. "Does early intervention help the unemployed youth?," Working Paper Series 2002:10, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    58. Brinkmann, Christian & Caliendo, Marco & Hujer, Reinhard & Thomsen, Stephan L., 2006. "Zielgruppenspezifische Evaluation von Arbeitsbeschaffungsmaßnahmen : Gewinner und Verlierer," IAB-Forschungsbericht 200605, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    59. Thomas Brodaty & Bruno Crepon & Denis Fougere, 2000. "Using Matching Estiamtors to Evaluate Youth Employment Programs: Evidence from France, 1986-1988," Econometric Society World Congress 2000 Contributed Papers 0576, Econometric Society.

  82. V. Joseph Hotz & Guido W. Imbens & Julie H. Mortimer, 1999. "Predicting the Efficacy of Future Training Programs Using Past Experiences," NBER Technical Working Papers 0238, National Bureau of Economic Research, Inc.

    Cited by:

    1. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," NBER Technical Working Papers 0324, National Bureau of Economic Research, Inc.
    2. Steven Glazerman & Dan M. Levy & David Myers, 2003. "Nonexperimental Versus Experimental Estimates of Earnings Impacts," The ANNALS of the American Academy of Political and Social Science, , vol. 589(1), pages 63-93, September.
    3. Timothy B. Armstrong & Shu Shen, 2013. "Inference on Optimal Treatment Assignments," Cowles Foundation Discussion Papers 1927RR, Cowles Foundation for Research in Economics, Yale University, revised Apr 2015.
    4. Steven Lehrer, 2005. "Class Size And Student Achievement: Experimental Estimates Of Who Benefits And Who Loses From Reductions," Working Paper 1046, Economics Department, Queen's University.
    5. Rajeev Dehejia, 2000. "Was There a Riverside Miracle? A Framework for Evaluating Multi-Site Programs," NBER Working Papers 7844, National Bureau of Economic Research, Inc.
    6. Carlos A. Flores & Oscar A. Mitnik, 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," Working Papers 2010-9, University of Miami, Department of Economics.
    7. Robert Moffitt, 2002. "The role of randomized field trials in social science research: a perspective from evaluations of reforms of social welfare programs," CeMMAP working papers 23/02, Institute for Fiscal Studies.
    8. Guido Imbens, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometric Society World Congress 2000 Contributed Papers 1166, Econometric Society.
    9. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    10. Guido W. Imbens & Donald B. Rubin & Bruce Sacerdote, 1999. "Estimating the Effect of Unearned Income on Labor Supply, Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players," NBER Working Papers 7001, National Bureau of Economic Research, Inc.
    11. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program," NBER Working Papers 11939, National Bureau of Economic Research, Inc.
    12. Rajeev Dehejia, 1999. "Program Evaluation as a Decision Problem," NBER Working Papers 6954, National Bureau of Economic Research, Inc.
    13. Carlos A. Flores & Oscar A. Mitnik, 2011. "Comparing Treatments across Labor Markets: An Assessment of Nonexperimental Multiple-Treatment Strategies," Working Papers 2011-10, University of Miami, Department of Economics.
    14. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    15. Christopher Ferrall, 2002. "Estimation and Inference in Social Experiments," General Economics and Teaching 0209001, University Library of Munich, Germany.
    16. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    17. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2000. "The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program," NBER Working Papers 8007, National Bureau of Economic Research, Inc.
    18. Brown, Sarah & Taylor, Karl, 2011. "Reservation wages, market wages and unemployment: Analysis of individual level panel data," Economic Modelling, Elsevier, vol. 28(3), pages 1317-1327, May.
    19. Sarah Brown & Stephen Pudney, 2005. "Hours Constraints and In‐Work Poverty," Bulletin of Economic Research, Wiley Blackwell, vol. 57(3), pages 305-315, July.
    20. Guido W. Imbens, 2010. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 399-423, June.
    21. Mulugeta S. Kahsai & Randall Jackson, 2015. "Quasi-Experimental Methods an Annotated Bibliography," Working Papers Resource Document 2015-01, Regional Research Institute, West Virginia University.
    22. Sarah Brown & Karl Taylor, 2008. "Reservation Wages, Expected Wages and Labour Market Outcomes: Analysis of Individual Level Panel Data," Working Papers 2008008, The University of Sheffield, Department of Economics, revised Jul 2008.
    23. John V. Pepper, 2003. "Using Experiments to Evaluate Performance Standards: What Do Welfare-to-Work Demonstrations Reveal to Welfare Reformers?," Journal of Human Resources, University of Wisconsin Press, vol. 38(4).
    24. Larsson, Laura & Lindqvist, Linus & Nordström Skans, Oskar, 2005. "Stepping-stones or dead-ends? An analysis of Swedish replacement contracts," Working Paper Series 2005:18, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    25. Sarah Brown & Karl Taylor, 2008. "Expectations, Reservation Wages And Employment: Evidence From British Panel Data," Working Papers 2008007, The University of Sheffield, Department of Economics, revised May 2008.
    26. Jennifer Hill & Jane Waldfogel & Jeanne Brooks-Gunn, 2002. "Differential effects of high-quality child care," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 21(4), pages 601-627.
    27. Laura Hartman & Linus Liljeberg & Oskar Skans, 2010. "Stepping-stones, dead-ends, or both? An analysis of Swedish replacement contracts," Empirical Economics, Springer, vol. 38(3), pages 645-668, June.
    28. Laura Larsson, 2003. "Evaluation of Swedish Youth Labor Market Programs," Journal of Human Resources, University of Wisconsin Press, vol. 38(4).
    29. John V. Pepper, 1999. "What Do Welfare-to-Work Demonstrations Reveal to Welfare Reformers?," Virginia Economics Online Papers 317, University of Virginia, Department of Economics.

  83. Guido W. Imbens & Donald B. Rubin & Bruce Sacerdote, 1999. "Estimating the Effect of Unearned Income on Labor Supply, Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players," NBER Working Papers 7001, National Bureau of Economic Research, Inc.

    Cited by:

    1. Adam Looney & Monica Singhal, 2005. "The effect of anticipated tax changes on intertemporal labor supply and the realization of taxable income," Finance and Economics Discussion Series 2005-44, Board of Governors of the Federal Reserve System (U.S.).
    2. Louis Kaplow, 2000. "A Framework for Assessing Estate and Gift Taxation," NBER Working Papers 7775, National Bureau of Economic Research, Inc.
    3. Pizer, William & Imbens, Guido, 2000. "The Analysis of Randomized Experiments with Missing Data," RFF Working Paper Series dp-00-19, Resources for the Future.
    4. Karl E. Case, John M. Quigley, Robert J. Shiller., 2001. "Comparing Wealth Effects: The Stock Market versus The Housing Market," Economics Working Papers E01-308, University of California at Berkeley.
    5. V. Joseph Hotz & Guido W. Imbens & Julie H. Mortimer, 1999. "Predicting the Efficacy of Future Training Programs Using Past Experiences," NBER Technical Working Papers 0238, National Bureau of Economic Research, Inc.
    6. Andrew V. Stephenson & Amanda Wilsker, 2016. "Consumption Effects of Foreign Remittances in Jamaica," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 22(3), pages 309-320, August.
    7. Mishra, Ashok K. & Chang, Hung-Hao, 2012. "Can off farm employment affect the privatization of social safety net? The case of self-employed farm households," Food Policy, Elsevier, vol. 37(1), pages 94-101.
    8. Guido W. Imbens & Donald B. Rubin & Bruce I. Sacerdote, 2001. "Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players," American Economic Review, American Economic Association, vol. 91(4), pages 778-794, September.
    9. Kearney, Melissa Schettini, 2005. "State lotteries and consumer behavior," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2269-2299, December.
    10. Raj Chetty, 2009. "Bounds on Elasticities with Optimization Frictions: A Synthesis of Micro and Macro Evidence on Labor Supply," NBER Working Papers 15616, National Bureau of Economic Research, Inc.
    11. Andrew Henley, 2004. "House Price Shocks, Windfall Gains and Hours of Work: British Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(4), pages 439-456, September.
    12. Alexander Gelber & Timothy Moore & Alexander Strand, 2016. "The Effect of Disability Insurance Payments on Beneficiaries’ Earnings," NBER Working Papers 21851, National Bureau of Economic Research, Inc.
    13. Ing-Haw Cheng & Eric French, 2000. "The effect of the run-up in the stock market on labor supply," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 25(Q IV), pages 48-65.
    14. James M. Poterba, 2000. "Stock Market Wealth and Consumption," Journal of Economic Perspectives, American Economic Association, vol. 14(2), pages 99-118, Spring.
    15. Michael D. Hurd & Monika Reti & Susann Rohwedder, 2009. "The Effect of Large Capital Gains or Losses on Retirement," NBER Chapters, in: Developments in the Economics of Aging, pages 127-163, National Bureau of Economic Research, Inc.
    16. Colombino, Ugo, 2014. "Five Crossroads on the Way to Basic Income: An Italian Tour," IZA Discussion Papers 8087, Institute of Labor Economics (IZA).
    17. Marianne Bertrand & Douglas Miller & Sendhil Mullainathan, 2000. "Public Policy and Extended Families: Evidence from South Africa," NBER Working Papers 7594, National Bureau of Economic Research, Inc.
    18. Monica Paiella, 2009. "The Stock Market, Housing And Consumer Spending: A Survey Of The Evidence On Wealth Effects," Journal of Economic Surveys, Wiley Blackwell, vol. 23(5), pages 947-973, December.
    19. Alisa C. Lewin & Eric Maurin, 2005. "The Effect of Family Size on Incentive Effects of Welfare Transfers in Two-Parent Families," Evaluation Review, , vol. 29(6), pages 507-529, December.
    20. Vighneswara Swamy, 2022. "Financial wealth effects and consumption expenditure," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 1933-1946, April.
    21. Shankar Ghimire & Kul Prasad Kapri, 2020. "Does the Source of Remittance Matter? Differentiated Effects of Earned and Unearned Remittances on Agricultural Productivity," Economies, MDPI, vol. 8(1), pages 1-15, January.
    22. Courtney C. Coile, 2015. "Economic Determinants Of Workers’ Retirement Decisions," Journal of Economic Surveys, Wiley Blackwell, vol. 29(4), pages 830-853, September.
    23. Tao Gong, 2009. "Do Parental Transfers Reduce Youths' Incentives to Work?," LABOUR, CEIS, vol. 23(4), pages 653-676, December.
    24. de Carvalho Filho, Irineu Evangelista, 2008. "Old-age benefits and retirement decisions of rural elderly in Brazil," Journal of Development Economics, Elsevier, vol. 86(1), pages 129-146, April.
    25. Purvi Sevak, 2002. "Wealth Shocks and Retirement Timing: Evidence from the Nineties," Working Papers wp027, University of Michigan, Michigan Retirement Research Center.

  84. Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rebin, 1998. "Combining Panel Data Sets with Attrition and Refreshment Samples," NBER Technical Working Papers 0230, National Bureau of Economic Research, Inc.

    Cited by:

    1. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of income Dynamics," Economics Working Paper Archive 379, The Johns Hopkins University,Department of Economics.
    2. Bhattacharya, Debopam, 2008. "Inference in panel data models under attrition caused by unobservables," Journal of Econometrics, Elsevier, vol. 144(2), pages 430-446, June.
    3. Marcel Das & Vera Toepoel & Arthur van Soest, 2011. "Nonparametric Tests of Panel Conditioning and Attrition Bias in Panel Surveys," Sociological Methods & Research, , vol. 40(1), pages 32-56, February.
    4. Paquet, Marie-France & Bolduc, Denis, 2004. "Le problème des données longitudinales incomplètes : une nouvelle approche," L'Actualité Economique, Société Canadienne de Science Economique, vol. 80(2), pages 341-361, Juin-Sept.
    5. Xavier D'Haultfoeuille & Stefan Hoderlein & Yuya Sasaki, 2013. "Nonlinear Difference-in-Differences in Repeated Cross Sections with Continuous Treatments," Boston College Working Papers in Economics 839, Boston College Department of Economics.
    6. Yamana Kazufumi, 2020. "Monte Carlo Evidence on the Estimation Method for Industry Dynamics," Journal of Econometric Methods, De Gruyter, vol. 9(1), pages 1-12, January.
    7. Heng Chen & Marie-Hélène Felt & Kim P. Huynh, 2017. "Retail payment innovations and cash usage: accounting for attrition by using refreshment samples," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 180(2), pages 503-530, February.
    8. Kosuke Imai, 2009. "Statistical analysis of randomized experiments with non‐ignorable missing binary outcomes: an application to a voting experiment," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 58(1), pages 83-104, February.
    9. Seger, R. & Franses, Ph.H.B.F., 2007. "Panel design effects on response rates and response quality," Econometric Institute Research Papers EI 2007-29, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    10. Bryan S. Graham & Cristine Campos de Xavier Pinto & Daniel Egel, 2016. "Efficient Estimation of Data Combination Models by the Method of Auxiliary-to-Study Tilting (AST)," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(2), pages 288-301, April.
    11. Breunig, Christoph, 2017. "Testing Missing At Random Using Instrumental Variables," Rationality and Competition Discussion Paper Series 59, CRC TRR 190 Rationality and Competition.
    12. Terence C. Cheng & Pravin K. Trivedi, 2014. "Attrition Bias in Panel Data: A Sheep in Wolf’s Clothing? A Case Study Based on the MABEL Survey," Melbourne Institute Working Paper Series wp2014n14, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    13. Chris Muris, 2020. "Efficient GMM Estimation with Incomplete Data," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 518-530, July.
    14. Yuehao Bai & Meng Hsuan Hsieh & Jizhou Liu & Max Tabord-Meehan, 2022. "Revisiting the Analysis of Matched-Pair and Stratified Experiments in the Presence of Attrition," Papers 2209.11840, arXiv.org, revised Oct 2023.
    15. Meemken, Eva-Marie & Spielman, David J. & Qaim, Matin, 2017. "Trading off nutrition and education? A panel data analysis of the dissimilar welfare effects of Organic and Fairtrade standards," Food Policy, Elsevier, vol. 71(C), pages 74-85.
    16. Das, M., 2004. "Simple estimators for nonparametric panel data models with sample attrition," Journal of Econometrics, Elsevier, vol. 120(1), pages 159-180, May.
    17. Devereux, Paul J. & Tripathi, Gautam, 2009. "Optimally combining censored and uncensored datasets," Journal of Econometrics, Elsevier, vol. 151(1), pages 17-32, July.
    18. Das, J.W.M. & Toepoel, V. & van Soest, A.H.O., 2007. "Can I use a Panel? Panel Conditioning and Attrition Bias in Panel Surveys," Discussion Paper 2007-56, Tilburg University, Center for Economic Research.
    19. Badi Baltagi & Seuck Song, 2006. "Unbalanced panel data: A survey," Statistical Papers, Springer, vol. 47(4), pages 493-523, October.
    20. Markus Frölich & Martin Huber, 2014. "Treatment Evaluation With Multiple Outcome Periods Under Endogeneity and Attrition," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(508), pages 1697-1711, December.
    21. Nail Kashaev, 2022. "Estimation of Parametric Binary Outcome Models with Degenerate Pure Choice-Based Data with Application to COVID-19-Positive Tests from British Columbia," University of Western Ontario, Departmental Research Report Series 20225, University of Western Ontario, Department of Economics.
    22. Simon Calmar Andersen & Louise Beuchert & Phillip Heiler & Helena Skyt Nielsen, 2023. "A Guide to Impact Evaluation under Sample Selection and Missing Data: Teacher's Aides and Adolescent Mental Health," Papers 2308.04963, arXiv.org.
    23. Ming-Wen An & Constantine E. Frangakis & Beverly S. Musick & Constantin T. Yiannoutsos, 2009. "The Need for Double-Sampling Designs in Survival Studies: An Application to Monitor PEPFAR," Biometrics, The International Biometric Society, vol. 65(1), pages 301-306, March.
    24. Chadi, Adrian, 2021. "Identification of attrition bias using different types of panel refreshments," Economics Letters, Elsevier, vol. 201(C).
    25. Matthew Harding & Carlos Lamarche, 2018. "A Panel Quantile Approach to Attrition Bias in Big Data: Evidence from a Randomized Experiment," Papers 1808.03364, arXiv.org.
    26. Sasaki, Yuya, 2015. "Heterogeneity and selection in dynamic panel data," Journal of Econometrics, Elsevier, vol. 188(1), pages 236-249.
    27. Takahiro Hoshino & Yuya Shimizu, 2019. "Doubly Robust-type Estimation of Population Moments and Parameters in Biased Sampling," Keio-IES Discussion Paper Series 2019-006, Institute for Economics Studies, Keio University.
    28. Masao Ogaki, 2016. "2015 Japanese Economic Association—Nakahara Prize," The Japanese Economic Review, Springer, vol. 67(1), pages 31-32, March.
    29. Randolph Luca Bruno & Laura Magazzini & Marco Stampini, 2018. "The Joint Estimate of Singleton and Longitudinal Observations: a GMM Approach for Improved Efficiency," Working Papers 04/2018, University of Verona, Department of Economics.
    30. Takahiro Hoshino & Keisuke Takahata, 2018. "Identification of heterogeneous treatment effects as a function of potential untreated outcome under the nonignorable assignment condition," Keio-IES Discussion Paper Series 2018-005, Institute for Economics Studies, Keio University.
    31. Richard Dorsett, 2004. "Using matched substitutes to adjust for nonignorable nonresponse: an empirical investigation using labour market data," PSI Research Discussion Series 16, Policy Studies Institute, UK.
    32. d'Haultfoeuille, Xavier, 2010. "A new instrumental method for dealing with endogenous selection," Journal of Econometrics, Elsevier, vol. 154(1), pages 1-15, January.
    33. Esmerelda A. Ramalho & Richard Smith, 2003. "Discrete choice non-response," CeMMAP working papers 07/03, Institute for Fiscal Studies.
    34. Seik Kim, "undated". "Economic Assimilation of Foreign-Born Workers in the United States: An Overlapping Rotating Panel Analysis," Working Papers UWEC-2008-19, University of Washington, Department of Economics.
    35. Joachim Inkmann, 2010. "Estimating Firm Size Elasticities of Product and Process R&D," Economica, London School of Economics and Political Science, vol. 77(306), pages 384-402, April.
    36. Alia El Mahdi & Ali Rashed, 2007. "The Changing Economic Environment and the Development of the Micro and Small Enterprises in Egypt 2006," Working Papers 706, Economic Research Forum, revised 01 Jan 2007.
    37. Seik Kim, 2013. "Wage Mobility of Foreign-Born Workers in the United States," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 628-658.
    38. Christophe Bell'ego & David Benatia & Vincent Dortet-Bernardet, 2023. "The Chained Difference-in-Differences," Papers 2301.01085, arXiv.org, revised Dec 2023.
    39. Arie Kapteyn & Pierre-Carl Michaud & James P. Smith & Arthur Van Soest, 2006. "Effects of Attrition and Non-Response in the Health and Retirement Study," Working Papers WR-407, RAND Corporation.
    40. Emre Ekinci & Insan Tunah & Berk Yavuzoglu, 2017. "Rescaled Additivity Non-Ignorable (RAN) Model of Generalized Attrition," Working Papers 1702, Nazarbayev University, Department of Economics, revised Mar 2017.
    41. Masao Ogaki, 2016. "Announcement," The Japanese Economic Review, Japanese Economic Association, vol. 67(1), pages 31-32, March.
    42. Bryan S. Graham & Cristine Campos De Xavier Pinto & Daniel Egel, 2012. "Inverse Probability Tilting for Moment Condition Models with Missing Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 1053-1079.
    43. John M. Abowd & Bruno Crepon & Francis Kramarz, 1997. "Moment Estimation with Attrition," NBER Technical Working Papers 0214, National Bureau of Economic Research, Inc.
    44. Anton Flossmann, 2010. "Accounting for missing data in M-estimation: a general matching approach," Empirical Economics, Springer, vol. 38(1), pages 85-117, February.
    45. Inkmann, J., 2005. "Inverse Probability Weighted Generalised Empirical Likelihood Estimators : Firm Size and R&D Revisited," Discussion Paper 2005-131, Tilburg University, Center for Economic Research.
    46. McGovern, Mark E. & Canning, David & Bärnighausen, Till, 2018. "Accounting for non-response bias using participation incentives and survey design: An application using gift vouchers," Economics Letters, Elsevier, vol. 171(C), pages 239-244.
    47. Nevo, Aviv, 2003. "Using Weights to Adjust for Sample Selection When Auxiliary Information Is Available," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 43-52, January.
    48. Daniel O. Scharfstein & Charles F. Manski & James C. Anthony, 2004. "On the Construction of Bounds in Prospective Studies with Missing Ordinal Outcomes: Application to the Good Behavior Game Trial," Biometrics, The International Biometric Society, vol. 60(1), pages 154-164, March.
    49. Bert Van Landeghem, 2012. "Panel Conditioning and Self-Reported Satisfaction: Evidence from International Panel Data and Repeated Cross-Sections," SOEPpapers on Multidisciplinary Panel Data Research 484, DIW Berlin, The German Socio-Economic Panel (SOEP).
    50. Esmerelda A. Ramalho & Richard Smith, 2003. "Discrete choice non-response," CeMMAP working papers CWP07/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    51. Laurent Davezies & Xavier d'Haultfoeuille, 2013. "Endogenous Attrition in Panels," Working Papers 2013-17, Center for Research in Economics and Statistics.
    52. Ryo Kato & Takahiro Hoshino, 2020. "Semiparametric Bayesian Instrumental Variables Estimation for Nonignorable Missing Instruments," Discussion Paper Series DP2020-06, Research Institute for Economics & Business Administration, Kobe University.
    53. Tom Wansbeek & Erik Meijer, 2007. "Comments on: Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 33-36, May.
    54. Mark McGovern & David Canning & Till Bärnighausen, 2018. "Accounting for Non-Response Bias using Participation Incentives and Survey Design," CHaRMS Working Papers 18-02, Centre for HeAlth Research at the Management School (CHaRMS).
    55. Olanrewaju Akande & Gabriel Madson & D. Sunshine Hillygus & Jerome P. Reiter, 2021. "Leveraging auxiliary information on marginal distributions in nonignorable models for item and unit nonresponse," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(2), pages 643-662, April.
    56. Insan Tunali & Emre Ekinci & Berk Yavuzoglu, 2012. "Rescaled Additively Non-ignorable (RAN) Model of Attrition and Substitution," Koç University-TUSIAD Economic Research Forum Working Papers 1220, Koc University-TUSIAD Economic Research Forum.
    57. Seik Kim, "undated". "Sample Attrition in the Presence of Population Attrition," Working Papers UWEC-2009-02, University of Washington, Department of Economics.
    58. Honggao Cao & Daniel H. Hill, 2005. "Active versus Passive Sample Attrition: The Health and Retirement Study," Econometrics 0505006, University Library of Munich, Germany.
    59. Emre Ekinci, 2009. "Dealing with Attrition When Refreshment Samples are Available: An Application to the Turkish Household Labor Force Survey," 2009 Meeting Papers 353, Society for Economic Dynamics.
    60. Christoph Breunig, 2017. "Testing Missing at Random using Instrumental Variables," SFB 649 Discussion Papers SFB649DP2017-007, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.

  85. Alberto Abadie & Joshua D. Angrist & Guido W. Imbens, 1998. "Instrumental Variables Estimation of Quantile Treatment Effects," NBER Technical Working Papers 0229, National Bureau of Economic Research, Inc.

    Cited by:

    1. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," NBER Technical Working Papers 0324, National Bureau of Economic Research, Inc.
    2. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    3. Kim, Taejong & Lee, Ju-Ho & Lee, Young, 2008. "Mixing versus sorting in schooling: Evidence from the equalization policy in South Korea," Economics of Education Review, Elsevier, vol. 27(6), pages 697-711, December.
    4. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Schennach, Susanne M., 2008. "Quantile Regression With Mismeasured Covariates," Econometric Theory, Cambridge University Press, vol. 24(4), pages 1010-1043, August.
    6. Sergio Firpo, 2007. "Efficient Semiparametric Estimation of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 75(1), pages 259-276, January.
    7. Michael Grimm & Denis Cogneau, 2005. "The Measurement of Income Distribution Dynamics when Demographics are correlated with Income," Departmental Discussion Papers 122, University of Goettingen, Department of Economics.
    8. Kugler, Adriana & Sauer, Robert M., 2002. "Doctors Without Borders: The Returns to an Occupational License for Soviet Immigrant Physicians in Israel," IZA Discussion Papers 634, Institute of Labor Economics (IZA).
    9. Alberto Abadie, 2000. "Semiparametric Estimation of Instrumental Variable Models for Causal Effects," NBER Technical Working Papers 0260, National Bureau of Economic Research, Inc.
    10. Shlomo Yitzhaki & Edna Schechtman, 2004. "The Gini Instrumental Variable, or the “double instrumental variable” estimator," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(3), pages 287-313.
    11. Klette, Tor Jakob & Moen, Jarle & Griliches, Zvi, 2000. "Do subsidies to commercial R&D reduce market failures? Microeconometric evaluation studies1," Research Policy, Elsevier, vol. 29(4-5), pages 471-495, April.
    12. Firpo, Sergio, 2010. "Identification and Estimation of Distributional Impacts of Interventions Using Changes in Inequality Measures," IZA Discussion Papers 4841, Institute of Labor Economics (IZA).
    13. Ana C. Dammert, 2009. "Heterogeneous Impacts of Conditional Cash Transfers: Evidence from Nicaragua," Economic Development and Cultural Change, University of Chicago Press, vol. 58(1), pages 53-83, October.
    14. Firpo, Sergio Pinheiro, 2010. "Identification and estimation of interventions using changes in inequality measures," Textos para discussão 214, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    15. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    16. David McKenzie & Hillel Rapoport, 2007. "Self-selection patterns in Mexico-U.S. migration: The role of migration networks," RF Berlin - CReAM Discussion Paper Series 0701, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).

  86. Guido W. Imbens & Judith K. Hellerstein, 1996. "Imposing Moment Restrictions from Auxiliary Data by Weighting," NBER Technical Working Papers 0202, National Bureau of Economic Research, Inc.

    Cited by:

    1. Seojeong Lee, 2014. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for GEL Estimators," Discussion Papers 2014-02, School of Economics, The University of New South Wales.
    2. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of income Dynamics," Economics Working Paper Archive 379, The Johns Hopkins University,Department of Economics.
    3. Elbers, Chris & Lanjouw, Jean O. & Lanjouw, Peter, 2002. "Micro-level estimation of welfare," Policy Research Working Paper Series 2911, The World Bank.
    4. William J Carrington & John L Eltinge & Kristin McCue, 2000. "An Economist's Primer on Survey Samples," Working Papers 00-15, Center for Economic Studies, U.S. Census Bureau.
    5. Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 1998. "Combining Panel Data Sets with Attrition and Refreshment Samples," Tinbergen Institute Discussion Papers 98-033/4, Tinbergen Institute.
    6. Susan Athey & Guido W. Imbens & Stefan Wager, 2018. "Approximate residual balancing: debiased inference of average treatment effects in high dimensions," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 80(4), pages 597-623, September.
    7. Esmeralda A. Ramalho & Joaquim J. S. Ramalho, 2006. "Two‐Step Empirical Likelihood Estimation Under Stratified Sampling When Aggregate Information Is Available," Manchester School, University of Manchester, vol. 74(5), pages 577-592, September.
    8. Adam N. Glynn & Jon Wakefield & Mark S. Handcock & Thomas S. Richardson, 2008. "Alleviating linear ecological bias and optimal design with subsample data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(1), pages 179-202, January.
    9. Guido Imbens, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometric Society World Congress 2000 Contributed Papers 1166, Econometric Society.
    10. Bryan S. Graham & Cristine Campos de Xavier Pinto & Daniel Egel, 2016. "Efficient Estimation of Data Combination Models by the Method of Auxiliary-to-Study Tilting (AST)," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(2), pages 288-301, April.
    11. Ryosuke Igari & Takahiro Hoshino, 2018. "A Bayesian Gamma Frailty Model Using the Sum of Independent Random Variables: Application of the Estimation of an Interpurchase Timing Model," Keio-IES Discussion Paper Series 2018-021, Institute for Economics Studies, Keio University.
    12. Chris Elbers & Jean Lanjouw, 2000. "Welfare in Village and Towns: Micro-Measurement of Poverty and Inequality," Tinbergen Institute Discussion Papers 00-029/2, Tinbergen Institute.
    13. Pedro H. C. Sant'Anna & Xiaojun Song & Qi Xu, 2022. "Covariate distribution balance via propensity scores," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(6), pages 1093-1120, September.
    14. Seojeong Lee, 2013. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Method of Moments Estimators," Discussion Papers 2013-09, School of Economics, The University of New South Wales.
    15. Judith K. Hellerstein & Melinda Sandler Morrill, 2011. "Dads and Daughters: The Changing Impact of Fathers on Women’s Occupational Choices," Journal of Human Resources, University of Wisconsin Press, vol. 46(2), pages 333-372.
    16. Golan, Amos, 2001. "A simultaneous estimation and variable selection rule," Journal of Econometrics, Elsevier, vol. 101(1), pages 165-193, March.
    17. Amélie Crepet & Hugo Harari-Kermadec & Jessica Tressou, 2007. "Using Empirical Likelihood to Combine Data : Application to Food Risk Assessment," Working Papers 2007-20, Center for Research in Economics and Statistics.
    18. Yuichi Kitamura, 2006. "Empirical Likelihood Methods in Econometrics: Theory and Practice," CIRJE F-Series CIRJE-F-430, CIRJE, Faculty of Economics, University of Tokyo.
    19. Esmeralda A. Ramalho & Joaquim J. S. Ramalho & Rui Evangelista, 2017. "Combining micro and macro data in hedonic price indexes," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 26(2), pages 317-332, June.
    20. Igari, Ryosuke & Hoshino, Takahiro, 2018. "A Bayesian data combination approach for repeated durations under unobserved missing indicators: Application to interpurchase-timing in marketing," Computational Statistics & Data Analysis, Elsevier, vol. 126(C), pages 150-166.
    21. Liu, Tianqing & Yuan, Xiaohui, 2012. "Combining quasi and empirical likelihoods in generalized linear models with missing responses," Journal of Multivariate Analysis, Elsevier, vol. 111(C), pages 39-58.
    22. Michael Rendall & Ryan Admiraal & Alessandra DeRose & Paola DiGiulio & Mark Handcock & Filomena Racioppi, 2008. "Population constraints on pooled surveys in demographic hazard modeling," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 17(4), pages 519-539, October.
    23. Devereux, Paul J. & Tripathi, Gautam, 2009. "Optimally combining censored and uncensored datasets," Journal of Econometrics, Elsevier, vol. 151(1), pages 17-32, July.
    24. Nail Kashaev, 2022. "Estimation of Parametric Binary Outcome Models with Degenerate Pure Choice-Based Data with Application to COVID-19-Positive Tests from British Columbia," University of Western Ontario, Departmental Research Report Series 20225, University of Western Ontario, Department of Economics.
    25. Michael S. Rendall, 2007. "Book Review: Constrained Statistical Inference: Inequality, Order, and Shape Restrictions," Sociological Methods & Research, , vol. 35(3), pages 447-451, February.
    26. Sasaki, Yuya, 2015. "Heterogeneity and selection in dynamic panel data," Journal of Econometrics, Elsevier, vol. 188(1), pages 236-249.
    27. Michael S. Rendall & Bonnie Ghosh-Dastidar & Margaret M. Weden & Zafar Nazarov, 2011. "Multiple Imputation for Combined-Survey Estimation With Incomplete Regressors In One But Not Both Surveys," Working Papers WR-887-1, RAND Corporation.
    28. Denis Heng Yan Leung & Ken Yamada & Biao Zhang, 2015. "Enriching Surveys with Supplementary Data and its Application to Studying Wage Regression," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 42(1), pages 155-179, March.
    29. Buchinsky, Moshe & Li, Fanghua & Liao, Zhipeng, 2022. "Estimation and inference of semiparametric models using data from several sources," Journal of Econometrics, Elsevier, vol. 226(1), pages 80-103.
    30. d'Haultfoeuille, Xavier, 2010. "A new instrumental method for dealing with endogenous selection," Journal of Econometrics, Elsevier, vol. 154(1), pages 1-15, January.
    31. Michael S. Rendall & Ryan Admiraal & Alessandra De Rose & Paola Di Giulio & Mark S. Handcock & Filomena Racioppi, 2006. "Population constraints on pooled surveys in demographic hazard modeling," MPIDR Working Papers WP-2006-039, Max Planck Institute for Demographic Research, Rostock, Germany.
    32. Michael S. Rendall & Bonnie Ghosh-Dastidar & Margaret M. Weden & Elizabeth H. Baker & Zafar Nazarov, 2013. "Multiple Imputation for Combined-survey Estimation With Incomplete Regressors in One but Not Both Surveys," Sociological Methods & Research, , vol. 42(4), pages 483-530, November.
    33. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    34. Hamori, Shigeyuki & Motegi, Kaiji & Zhang, Zheng, 2019. "Calibration estimation of semiparametric copula models with data missing at random," Journal of Multivariate Analysis, Elsevier, vol. 173(C), pages 85-109.
    35. Changchun Wu & Runchu Zhang, 2006. "An Information-theoretic Approach to the Effective Usage of Auxiliary Information from Survey Data," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 58(3), pages 499-509, September.
    36. Han, Chirok & Kim, Beomsoo, 2011. "A GMM interpretation of the paradox in the inverse probability weighting estimation of the average treatment effect on the treated," Economics Letters, Elsevier, vol. 110(2), pages 163-165, February.
    37. Michael S. Rendall & Mark S. Handcock & Stefan H. Jonsson, 2007. "Bayesian Estimation of Hispanic Fertility Hazards from Survey and Population Data," Working Papers WR-496, RAND Corporation.
    38. Butler, J. S., 2000. "Efficiency results of MLE and GMM estimation with sampling weights," Journal of Econometrics, Elsevier, vol. 96(1), pages 25-37, May.
    39. Isaiah Andrews & Emily Oster, 2017. "A Simple Approximation for Evaluating External Validity Bias," NBER Working Papers 23826, National Bureau of Economic Research, Inc.
    40. Alexander G. Nikolaev & Sheldon H. Jacobson & Wendy K. Tam Cho & Jason J. Sauppe & Edward C. Sewell, 2013. "Balance Optimization Subset Selection (BOSS): An Alternative Approach for Causal Inference with Observational Data," Operations Research, INFORMS, vol. 61(2), pages 398-412, April.
    41. F Bravo, 2008. "Effcient M-estimators with auxiliary information," Discussion Papers 08/26, Department of Economics, University of York.
    42. Andreas Tryphonides, 2018. "Tilting Approximate Models," Papers 1805.10869, arXiv.org, revised Mar 2024.
    43. Bryan S. Graham & Cristine Campos De Xavier Pinto & Daniel Egel, 2012. "Inverse Probability Tilting for Moment Condition Models with Missing Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 1053-1079.
    44. John M. Abowd & Bruno Crepon & Francis Kramarz, 1997. "Moment Estimation with Attrition," NBER Technical Working Papers 0214, National Bureau of Economic Research, Inc.
    45. Nevo, Aviv, 2002. "Sample selection and information-theoretic alternatives to GMM," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 149-157, March.
    46. Seojeong Lee, 2018. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Empirical Likelihood Estimators," Papers 1806.00953, arXiv.org, revised Jun 2018.
    47. Nevo, Aviv, 2003. "Using Weights to Adjust for Sample Selection When Auxiliary Information Is Available," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 43-52, January.
    48. Hirukawa, Masayuki & Prokhorov, Artem, 2018. "Consistent estimation of linear regression models using matched data," Journal of Econometrics, Elsevier, vol. 203(2), pages 344-358.
    49. Esmerelda A. Ramalho & Richard Smith, 2003. "Discrete choice non-response," CeMMAP working papers CWP07/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    50. Bayram, Deniz & Dayé, Modeste, 2014. "Asymptotic Properties of the Weighted Least Squares Estimator Under Moments Restriction," MPRA Paper 60465, University Library of Munich, Germany.
    51. Mark Handcock & Sami Huovilainen & Michael Rendall, 2000. "Combining registration-system and survey data to estimate birth probabilities," Demography, Springer;Population Association of America (PAA), vol. 37(2), pages 187-192, May.
    52. Kwun Chuen Gary Chan & Sheung Chi Phillip Yam & Zheng Zhang, 2016. "Globally efficient non-parametric inference of average treatment effects by empirical balancing calibration weighting," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 78(3), pages 673-700, June.
    53. Ryo Kato & Takahiro Hoshino, 2020. "Semiparametric Bayesian Instrumental Variables Estimation for Nonignorable Missing Instruments," Discussion Paper Series DP2020-06, Research Institute for Economics & Business Administration, Kobe University.
    54. Ramalho, Esmeralda A., 2002. "Regression models for choice-based samples with misclassification in the response variable," Journal of Econometrics, Elsevier, vol. 106(1), pages 171-201, January.
    55. Yuichi Kitamura, 2020. "A Comment on: “On the Informativeness of Descriptive Statistics for Structural Estimates” by Isaiah Andrews, Matthew Gentzkow, and Jesse M. Shapiro," Econometrica, Econometric Society, vol. 88(6), pages 2265-2269, November.
    56. Brocker, Johannes, 2005. "Necessary and unnecessary parameter restrictions for CDES demand systems," Conference papers 331358, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    57. Prokhorov, Artem & Schmidt, Peter, 2009. "GMM redundancy results for general missing data problems," Journal of Econometrics, Elsevier, vol. 151(1), pages 47-55, July.
    58. Amélie Crépet & Hugo Harari-Kermadec & Jessica Tressou, 2009. "Using Empirical Likelihood to Combine Data: Application to Food Risk Assessment," Biometrics, The International Biometric Society, vol. 65(1), pages 257-266, March.
    59. Heng Chen & Marie-Hélène Felt & Christopher Henry, 2018. "2017 Methods-of-Payment Survey: Sample Calibration and Variance Estimation," Technical Reports 114, Bank of Canada.

  87. Gary Chamberlain & Guido W. Imbens, 1996. "Hierarchical Bayes Models with Many Instrumental Variables," Harvard Institute of Economic Research Working Papers 1781, Harvard - Institute of Economic Research.

    Cited by:

    1. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    2. Rajeev Dehejia, 2000. "Was There a Riverside Miracle? A Framework for Evaluating Multi-Site Programs," NBER Working Papers 7844, National Bureau of Economic Research, Inc.
    3. Rajeev Dehejia, 1999. "Program Evaluation as a Decision Problem," NBER Working Papers 6954, National Bureau of Economic Research, Inc.
    4. Edward E. Leamer, 2010. "Tantalus on the Road to Asymptopia," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 31-46, Spring.
    5. Joshua D. Angrist & Guido W. Imbens & Alan Krueger, 1995. "Jackknife Instrumental Variables Estimation," NBER Technical Working Papers 0172, National Bureau of Economic Research, Inc.
    6. Thomas Knox & James H. Stock & Mark W. Watson, 2001. "Empirical Bayes Forecasts of One Time Series Using Many Predictors," NBER Technical Working Papers 0269, National Bureau of Economic Research, Inc.
    7. Alan B. Krueger & Mikael Lindahl, 1999. "Education for Growth in Sweden and the World," NBER Working Papers 7190, National Bureau of Economic Research, Inc.
    8. Alan B. Krueger & Mikael Lindahl, 2000. "Education for Growth: Why and For Whom?," NBER Working Papers 7591, National Bureau of Economic Research, Inc.
    9. Piero Stanig, 2015. "Regulation of Speech and Media Coverage of Corruption: An Empirical Analysis of the Mexican Press," American Journal of Political Science, John Wiley & Sons, vol. 59(1), pages 175-193, January.
    10. Daron Acemoglu & Joshua Angrist, 1999. "How Large are the Social Returns to Education? Evidence from Compulsory Schooling Laws," Working papers 99-30, Massachusetts Institute of Technology (MIT), Department of Economics.
    11. Pedro Saramago & Karl Claxton & Nicky J. Welton & Marta Soares, 2020. "Bayesian econometric modelling of observational data for cost‐effectiveness analysis: establishing the value of negative pressure wound therapy in the healing of open surgical wounds," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1575-1593, October.
    12. Joshua D. Angrist & Jinyong Hahn, 1999. "When to Control for Covariates? Panel-Asymptotic Results for Estimates of Treatment Effects," NBER Technical Working Papers 0241, National Bureau of Economic Research, Inc.

  88. Gary Chamberlain & Guido W. Imbens, 1996. "Nonparametric Applications of Bayesian Inference," Harvard Institute of Economic Research Working Papers 1772, Harvard - Institute of Economic Research.

    Cited by:

    1. Seojeong Lee, 2014. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for GEL Estimators," Discussion Papers 2014-02, School of Economics, The University of New South Wales.
    2. Victor Chernozhukov & Ivan Fernandez-Val & Amanda Kowalski, 2011. "Quantile regression with censoring and endogeneity," CeMMAP working papers CWP20/11, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    3. David M. Kaplan, 2023. "Smoothed instrumental variables quantile regression," Papers 2310.09013, arXiv.org.
    4. Bryan S. Graham & Geert Ridder & Petra Thiemann & Gema Zamarro, 2020. "Teacher-to-classroom assignment and student achievement," CeMMAP working papers CWP36/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Belloni, Alexandre & Chernozhukov, Victor & Chetverikov, Denis & Fernández-Val, Iván, 2019. "Conditional quantile processes based on series or many regressors," Journal of Econometrics, Elsevier, vol. 213(1), pages 4-29.
    6. Victor Chernozhukov & Ivan Fernandez-Val & Stefan Hoderlein & Hajo Holzmann & Whitney K. Newey, 2013. "Nonparametric identification in panels using quantiles," CeMMAP working papers 66/13, Institute for Fiscal Studies.
    7. Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2016. "Program evaluation and causal inference with high-dimensional data," CeMMAP working papers 13/16, Institute for Fiscal Studies.
    8. Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2013. "Program evaluation with high-dimensional data," CeMMAP working papers 77/13, Institute for Fiscal Studies.
    9. Xiaohong Chen & Lars P. Hansen & Peter G. Hansen, 2020. "Robust Identification of Investor Beliefs," Cowles Foundation Discussion Papers 2236, Cowles Foundation for Research in Economics, Yale University.
    10. Philippe Goulet Coulombe, 2020. "The Macroeconomy as a Random Forest," Papers 2006.12724, arXiv.org, revised Mar 2021.
    11. Kasy, Maximilian, 2022. "Who wins, who loses? Identification of conditional causal effects, and the welfare impact of changing wages," Journal of Econometrics, Elsevier, vol. 226(1), pages 155-170.
    12. Vasilis Syrgkanis & Elie Tamer & Juba Ziani, 2017. "Inference on Auctions with Weak Assumptions on Information," Papers 1710.03830, arXiv.org, revised Mar 2018.
    13. Tony Lancaster & Sung Jae Jun, 2010. "Bayesian quantile regression methods," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(2), pages 287-307.
    14. Kaplan, David M. & Zhuo, Longhao, 2021. "Frequentist properties of Bayesian inequality tests," Journal of Econometrics, Elsevier, vol. 221(1), pages 312-336.
    15. Martin Halla & Martina Zweimüller, 2014. "Parental Response to Early Human Capital Shocks: Evidence from the Chernobyl Accident," NRN working papers 2014-01, The Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes Kepler University Linz, Austria.
    16. Bollinger, Christopher R. & van Hasselt, Martijn, 2017. "Bayesian moment-based inference in a regression model with misclassification error," Journal of Econometrics, Elsevier, vol. 200(2), pages 282-294.
    17. Frühwirth-Schnatter, Sylvia & Halla, Martin & Posekany, Alexandra & Pruckner, Gerald J. & Schober, Thomas, 2014. "The Quantity and Quality of Children: A Semi-Parametric Bayesian IV Approach," IZA Discussion Papers 8024, Institute of Labor Economics (IZA).
    18. David M. Kaplan & Longhao Zhuo, 2017. "Frequentist size of Bayesian inequality tests," Working Papers 1709, Department of Economics, University of Missouri, revised 14 Jul 2019.
    19. Jean-Pierre Dubé & Sanjog Misra, 2017. "Personalized Pricing and Consumer Welfare," NBER Working Papers 23775, National Bureau of Economic Research, Inc.
    20. Lin, Eric S. & Chou, Ta-Sheng, 2012. "A note on Bayesian interpretations of HCCME-type refinements for nonlinear GMM models," Economics Letters, Elsevier, vol. 116(3), pages 494-497.
    21. Giuseppe Ragusa, 2007. "Bayesian Likelihoods for Moment Condition Models," Working Papers 060714, University of California-Irvine, Department of Economics.
    22. Jesús Fernández-Villaverde, 2010. "The econometrics of DSGE models," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 1(1), pages 3-49, March.
    23. Paserman, M. Daniele, 2004. "Bayesian Inference for Duration Data with Unobserved and Unknown Heterogeneity: Monte Carlo Evidence and an Application," IZA Discussion Papers 996, Institute of Labor Economics (IZA).
    24. Martijn van Hasselt & Christopher R. Bollinger & Jeremy W. Bray, 2022. "A Bayesian approach to account for misclassification in prevalence and trend estimation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(2), pages 351-367, March.
    25. Andriy Norets & Justinas Pelenis, 2022. "Adaptive Bayesian Estimation of Discrete‐Continuous Distributions Under Smoothness and Sparsity," Econometrica, Econometric Society, vol. 90(3), pages 1355-1377, May.
    26. Timothy Christensen & Hyungsik Roger Moon & Frank Schorfheide, 2022. "Optimal Decision Rules when Payoffs are Partially Identified," Papers 2204.11748, arXiv.org, revised May 2023.
    27. Luo, Yu & Graham, Daniel J. & McCoy, Emma J., 2023. "Semiparametric Bayesian doubly robust causal estimation," LSE Research Online Documents on Economics 117944, London School of Economics and Political Science, LSE Library.
    28. Zhichao Liu & Catherine Forbes & Heather Anderson, 2017. "Robust Bayesian exponentially tilted empirical likelihood method," Monash Econometrics and Business Statistics Working Papers 21/17, Monash University, Department of Econometrics and Business Statistics.
    29. Philippe Goulet Coulombe, 2021. "The Macroeconomy as a Random Forest," Working Papers 21-05, Chair in macroeconomics and forecasting, University of Quebec in Montreal's School of Management.
    30. Seojeong Lee, 2018. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Empirical Likelihood Estimators," Papers 1806.00953, arXiv.org, revised Jun 2018.
    31. Matt Taddy & Matt Gardner & Liyun Chen & David Draper, 2016. "A Nonparametric Bayesian Analysis of Heterogenous Treatment Effects in Digital Experimentation," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(4), pages 661-672, October.
    32. Jiang, Rong & Zhou, Zhan-Gong & Qian, Wei-Min & Chen, Yong, 2013. "Two step composite quantile regression for single-index models," Computational Statistics & Data Analysis, Elsevier, vol. 64(C), pages 180-191.
    33. Dale Poirier, 2008. "Bayesian Interpretations of Heteroskedastic Consistent Covariance Estimators Using the Informed Bayesian Bootstrap," Working Papers 080905, University of California-Irvine, Department of Economics.
    34. Ronaldo Carpio & Meixin Guo, 2021. "Bayesian estimation of the Eurozone currency union effect," Review of International Economics, Wiley Blackwell, vol. 29(3), pages 511-532, August.
    35. Pedro Saramago & Karl Claxton & Nicky J. Welton & Marta Soares, 2020. "Bayesian econometric modelling of observational data for cost‐effectiveness analysis: establishing the value of negative pressure wound therapy in the healing of open surgical wounds," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1575-1593, October.
    36. Shakeeb Khan & Maria Ponomareva & Elie Tamer, 2019. "Identification of Dynamic Panel Binary Response Models," Boston College Working Papers in Economics 979, Boston College Department of Economics.
    37. David M. Kaplan, 2020. "sivqr: Smoothed IV quantile regression," Working Papers 2009, Department of Economics, University of Missouri.
    38. Isaiah Andrews & Anna Mikusheva, 2022. "Optimal Decision Rules for Weak GMM," Econometrica, Econometric Society, vol. 90(2), pages 715-748, March.
    39. Christoph Breunig & Ruixuan Liu & Zhengfei Yu, 2022. "Double Robust Bayesian Inference on Average Treatment Effects," Papers 2211.16298, arXiv.org, revised Feb 2024.
    40. A. Ronald Gallant, 2020. "Complementary Bayesian method of moments strategies," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(4), pages 422-439, June.
    41. Sung Jae Jun & Tony Lancaster, 2006. "Bayesian quantile regression," CeMMAP working papers CWP05/06, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    42. Lewis, Gabriel, 2022. "Heteroskedasticity and Clustered Covariances from a Bayesian Perspective," MPRA Paper 116662, University Library of Munich, Germany.

  89. Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens, 1995. "Non-Parametric Demand Analysis with an Application to the Demand for Fish," NBER Technical Working Papers 0178, National Bureau of Economic Research, Inc.

    Cited by:

    1. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    2. Tan, Reynold D. & Pabuayon. Isabelita M. & Rola, Agnes C. & Sumalde, Zenaida M. & Yorobe, Jose M., 2017. "Economic, Socio-Demographic and Psychographic Determinants of Milkfish Consumer Demand, Iloilo Province, Philippines," Journal of Economics, Management & Agricultural Development, Journal of Economics, Management & Agricultural Development (JEMAD), vol. 3(2), December.
    3. Pettersson Lidbom, Per, 2003. "Does the Size of the Legislature Affect the Size of Government? Evidence from a Natural Experiment," Research Papers in Economics 2003:18, Stockholm University, Department of Economics.
    4. Arild Aakvik & James J. Heckman & Edward J. Vytlacil, 2000. "Treatment Effects for Discrete Outcomes when Responses to Treatment Vary Among Observationally Identical Persons: An Application to Norwegian ..," NBER Technical Working Papers 0262, National Bureau of Economic Research, Inc.
    5. Corts, Kenneth S., 1998. "Conduct parameters and the measurement of market power," Journal of Econometrics, Elsevier, vol. 88(2), pages 227-250, November.
    6. Heckman, James J. & Vytlacil, Edward J., 2000. "The relationship between treatment parameters within a latent variable framework," Economics Letters, Elsevier, vol. 66(1), pages 33-39, January.
    7. David Card, 2000. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," NBER Working Papers 7769, National Bureau of Economic Research, Inc.
    8. Daron Acemoglu & Joshua Angrist, 1999. "How Large are the Social Returns to Education? Evidence from Compulsory Schooling Laws," Working papers 99-30, Massachusetts Institute of Technology (MIT), Department of Economics.
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    1986. Albers, Thilo N. H. & Kersting, Felix & Kosse, Fabian, 2022. "Income Misperception and Populism," IZA Discussion Papers 15673, Institute of Labor Economics (IZA).
    1987. Deborah A. Cobb‐Clark & Thomas Crossley, 2003. "Econometrics for Evaluations: An Introduction to Recent Developments," The Economic Record, The Economic Society of Australia, vol. 79(247), pages 491-511, December.
    1988. María Laura Alzúa & Guillermo Cruces & Carolina Lopez, 2015. "Youth Training Programs Beyond Employment. Experimental Evidence from Argentina," CEDLAS, Working Papers 0177, CEDLAS, Universidad Nacional de La Plata.
    1989. Katherine Baicker & Amy Finkelstein & Jae Song & Sarah Taubman, 2014. "The Impact of Medicaid on Labor Market Activity and Program Participation: Evidence from the Oregon Health Insurance Experiment," American Economic Review, American Economic Association, vol. 104(5), pages 322-328, May.
    1990. L. Castell & P. Sillard, 2021. "Le traitement du biais de sélection endogène dans les enquêtes auprès des ménages par modèle de Heckman," Documents de Travail de l'Insee - INSEE Working Papers m2021-02, Institut National de la Statistique et des Etudes Economiques.
    1991. Ozturk, Ahmet & Tumen, Semih, 2018. "Education and Labor Market Consequences of Student Protests in Late 1970s and the Subsequent Military Coup in Turkey," IZA Discussion Papers 11733, Institute of Labor Economics (IZA).
    1992. Sprick Schuster, Steven, 2023. "The persuasive power of the fourth estate: Estimating the effect of newspaper endorsements: 1960–1980," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 496-510.
    1993. Adewale H. Adenuga & Claire Jack & Austen Ashfield & Michael Wallace, 2021. "Assessing the Impact of Participatory Extension Programme Membership on Farm Business Performance in Northern Ireland," Agriculture, MDPI, vol. 11(10), pages 1-12, September.
    1994. Ge Lin & Diane E Allan & Margaret J Penning, 2002. "Examining Distance Effects on Hospitalizations Using GIS: A Study of Three Health Regions in British Columbia, Canada," Environment and Planning A, , vol. 34(11), pages 2037-2053, November.
    1995. Spitz, Alexandra, 2004. "Using Methods of Treatment Evaluation to Estimate the Wage Effect of IT Usage," ZEW Discussion Papers 04-67, ZEW - Leibniz Centre for European Economic Research.
    1996. Goeun Lee & Myoung-jae Lee, 2023. "Regression Discontinuity for Binary Response and Local Maximum Likelihood Estimator to Extrapolate Treatment," Evaluation Review, , vol. 47(2), pages 182-208, April.
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  94. Imbens, G.W. & Hellerstein, J.K., 1993. "Raking and Regression," Harvard Institute of Economic Research Working Papers 1657, Harvard - Institute of Economic Research.

    Cited by:

    1. Brownstone, David & Velletta, Robert G., 1996. "Modeling Earnings Measurement Error: A Multiple Imputation Approach," University of California Transportation Center, Working Papers qt2t08s22q, University of California Transportation Center.

  95. Imbens, G., 1993. "A New Approach to Generalized Method on Moments Estimation," Harvard Institute of Economic Research Working Papers 1633, Harvard - Institute of Economic Research.

    Cited by:

    1. Guido W. Imbens & Judith K. Hellerstein, 1996. "Imposing Moment Restrictions from Auxiliary Data by Weighting," NBER Technical Working Papers 0202, National Bureau of Economic Research, Inc.
    2. Mehmet Caner, 2005. "Near Exogeneity and Weak Identification in Generalized Empirical Likelihood Estimators: Fixed and Many Moment Asymptotics," Econometrics 0509018, University Library of Munich, Germany.

  96. Joshua D. Angrist & Guido W. Imbens & D.B. Rubin, 1993. "Identification of Causal Effects Using Instrumental Variables," NBER Technical Working Papers 0136, National Bureau of Economic Research, Inc.

    Cited by:

    1. Jens Otto Ludwig & Greg Duncan & Joshua C. Pinkston, 2000. "Neighborhood Effects on Economic Self-Sufficiency: Evidence from a Randomized Housing-Mobility Experiment," JCPR Working Papers 159, Northwestern University/University of Chicago Joint Center for Poverty Research.
    2. Doan, Tinh, 2011. "Labour market returns to higher education in Vietnam," Economics Discussion Papers 2011-4, Kiel Institute for the World Economy (IfW Kiel).
    3. Angelucci, Manuela & Attanasio, Orazio, 2006. "Estimating ATT Effects with Non-Experimental Data and Low Compliance," IZA Discussion Papers 2368, Institute of Labor Economics (IZA).
    4. Weili Ding & Steven F. Lehrer, 2010. "Estimating Treatment Effects from Contaminated Multiperiod Education Experiments: The Dynamic Impacts of Class Size Reductions," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 31-42, February.
    5. Jeffrey R. Kling, 2000. "Interpreting Instrumental Variables Estimates of the Returns to Schooling," NBER Working Papers 7989, National Bureau of Economic Research, Inc.
    6. Leuven, Edwin & Oosterbeek, Hessel, 2002. "A New Approach to Estimate the Wage Returns to Work-Related Training," IZA Discussion Papers 526, Institute of Labor Economics (IZA).
    7. Joshua D. Angrist, 2003. "Treatment Effect Heterogeneity in Theory and Practice," NBER Working Papers 9708, National Bureau of Economic Research, Inc.
    8. Daniel Miles, "undated". "Can we teach civic attitudes?," Studies on the Spanish Economy 225, FEDEA.
    9. Joyce, Theodore, 1999. "Impact of augmented prenatal care on birth outcomes of Medicaid recipients in New York City," Journal of Health Economics, Elsevier, vol. 18(1), pages 31-67, January.
    10. Siedler, Thomas, 2007. "Schooling and citizenship: evidence from compulsory schooling reforms," ISER Working Paper Series 2007-02, Institute for Social and Economic Research.
    11. Fort, Margherita, 2005. "Education and timing of births: evidence from a natural experiment in Italy," ISER Working Paper Series 2005-20, Institute for Social and Economic Research.
    12. Fersterer, Josef & Pischke, Jörn-Steffen & Winter-Ebmer, Rudolf, 2008. "Returns to apprenticeship training in Austria: evidence from failed firms," LSE Research Online Documents on Economics 23550, London School of Economics and Political Science, LSE Library.
    13. Frölich, Markus & Lechner, Michael, 2004. "Regional Treatment Intensity as an Instrument for the Evaluation of Labour Market Policies," IZA Discussion Papers 1095, Institute of Labor Economics (IZA).
    14. Schmidt, Christoph M. & Baltussen, Rob & Sauerborn, Rainer, 2000. "The Evaluation of Community-Based Interventions: Group Randomization, Limits and Alternatives," IZA Discussion Papers 206, Institute of Labor Economics (IZA).
    15. Moore Michael J. & Hughes James W., 2001. "The Health Care Consequences of Smoking and Its Regulation," Forum for Health Economics & Policy, De Gruyter, vol. 4(1), pages 1-48, January.
    16. Aakvik, Arild & Salvanes, Kjell G. & Vaage, Kjell, 2003. "Measuring Heterogeneity in the Returns to Education in Norway Using Educational Reforms," IZA Discussion Papers 815, Institute of Labor Economics (IZA).
    17. Becker, Bo & Cronqvist, Henrik & Fahlenbrach, Rüdiger, 2011. "Estimating the Effects of Large Shareholders Using a Geographic Instrument," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(4), pages 907-942, August.
    18. Kern, Holger & Hainmueller, Jens, 2007. "Opium for the Masses: How Foreign Free Media Can Stabilize Authoritarian Regimes," MPRA Paper 2702, University Library of Munich, Germany.
    19. Angrist, Joshua D. & Chen, Stacey H. & Frandsen, Brigham R., 2010. "Did Vietnam veterans get sicker in the 1990s? The complicated effects of military service on self-reported health," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 824-837, December.
    20. Arthur Lewbel, 2004. "Estimation of Average Treatment Effects With Misclassification," Econometric Society 2004 North American Winter Meetings 210, Econometric Society.
    21. Douglas Almond & Joseph J. Doyle, Jr., 2008. "After Midnight: A Regression Discontinuity Design in Length of Postpartum Hospital Stays," NBER Working Papers 13877, National Bureau of Economic Research, Inc.
    22. Islam, Asadul & Fausten, Dietrich, 2008. "Skilled Immigration and Wages in Australia," MPRA Paper 7138, University Library of Munich, Germany.
    23. Schultz, T. Paul, 2004. "Demographic Determinants of Savings: Estimating and Interpreting the Aggregate Association in Asia," Center Discussion Papers 28409, Yale University, Economic Growth Center.
    24. Cahuc, Pierre & Le Barbanchon, Thomas, 2010. "Labor market policy evaluation in equilibrium: Some lessons of the job search and matching model," Labour Economics, Elsevier, vol. 17(1), pages 196-205, January.
    25. Van den Berg, Gerard, 2007. "An Economic Analysis of Exclusion Restrictions for Instrumental Variable Estimation," CEPR Discussion Papers 6157, C.E.P.R. Discussion Papers.
    26. Maurin, Eric & Xenogiani, Theodora, 2005. "Demand for Education and Labour Market Outcomes: Lessons from the Abolition of Compulsory Conscription in France," CEPR Discussion Papers 4946, C.E.P.R. Discussion Papers.
    27. Edin, Per-Anders & Fredriksson, Peter & Åslund, Olof, 2000. "Ethnic enclaves and the economic success of immigrants - evidence from a natural experiment," Working Paper Series 2000:9, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    28. Qi Long & Rod Little & Xihong Lin, 2004. "Causal Inference in Hybrid Intervention Trials Involving Treatment Choice," The University of Michigan Department of Biostatistics Working Paper Series 1033, Berkeley Electronic Press.
    29. David S. Lee, 2002. "Trimming for Bounds on Treatment Effects with Missing Outcomes," NBER Technical Working Papers 0277, National Bureau of Economic Research, Inc.
    30. Diagne, Aliou, 2006. "Taking a New Look at Empirical Models of Adoption: Average Treatment Effect Estimation of Adoption Rates and their Determinants," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25623, International Association of Agricultural Economists.
    31. Leah Brooks, 2006. "Volunteering To Be Taxed: Business Improvement Districts And The Extra-Governmental Provision Of Public Safety," Departmental Working Papers 2006-04, McGill University, Department of Economics.
    32. Thomas A. Di Prete & Henriette Engelhardt, 2000. "Estimating causal effects with matching methods in the presence and absence of bias cancellation," MPIDR Working Papers WP-2000-013, Max Planck Institute for Demographic Research, Rostock, Germany.
    33. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    34. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    35. R. Antonietti & D. Antonioli, 2007. "Conditional Leptokurtosis in Energy Prices: Multivariate Evidence from Futures Markets," Working Papers 594, Dipartimento Scienze Economiche, Universita' di Bologna.
    36. Pekkala, Sari, 1999. "Migration and individual earnings in Finland: a regional perspective," ERSA conference papers ersa99pa094, European Regional Science Association.
    37. Guido W. Imbens & Whitney K. Newey, 2009. "Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity," Econometrica, Econometric Society, vol. 77(5), pages 1481-1512, September.
    38. Esther Duflo & Rachel Glennerster & Michael Kremer, 2006. "Using Randomization in Development Economics Research: A Toolkit," CID Working Papers 138, Center for International Development at Harvard University.
    39. Maasoumi, Esfandiar & Millimet, Daniel & Sarkar, Dipanwita, 2005. "The Distribution of Returns to Marriage," Departmental Working Papers 0503, Southern Methodist University, Department of Economics.
    40. Guillermo Cruces & Sebastian Galiani, 2003. "Generalizing the Causal Effect of Fertility on Female Labor Supply," William Davidson Institute Working Papers Series 2003-625, William Davidson Institute at the University of Michigan.
    41. Janet Audrain-McGovern & Steven Lehrer & J. Niles Rosenquist, 2006. "The Impact Of Poor Health On Education: New Evidence Using Genetic Markers," Working Paper 1045, Economics Department, Queen's University.
    42. Emanuela Galasso & Martin Ravallion & Agustin Salvia, 2004. "Assisting the Transition from Workfare to Work: A Randomized Experiment," ILR Review, Cornell University, ILR School, vol. 58(1), pages 128-142, October.
    43. Cohen, Alma & Dehejia, Rajeev, 2004. "The Effect of Automobile Insurance and Accident Liability Laws on Traffic Fatalities," Journal of Law and Economics, University of Chicago Press, vol. 47(2), pages 357-393, October.
    44. Cockx, Bart & Bardoulat, Isabelle, 1999. "Vocational Training: Does it speed up the Transition Rate out of Unemployment ?," LIDAM Discussion Papers IRES 1999032, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    45. Schady, Norbert & Araujo, Maria Caridad, 2006. "Cash transfers, conditions, school enrollment, and child work : evidence from a randomized experiment in Ecuador," Policy Research Working Paper Series 3930, The World Bank.
    46. John K. Dagsvik & Torbjørn Hægeland & Arvid Raknerud, 2006. "Estimation of Earnings- and Schooling Choice Relations: A Likelihood Approach," Discussion Papers 486, Statistics Norway, Research Department.
    47. Z, Griliches & Jacques Mairesse, 1997. "Production Functions : The Search for Identification," Working Papers 97-30, Center for Research in Economics and Statistics.
    48. Borjas, George J., 2004. "Food insecurity and public assistance," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1421-1443, July.
    49. Kugler, Adriana & Sauer, Robert M., 2002. "Doctors Without Borders: The Returns to an Occupational License for Soviet Immigrant Physicians in Israel," IZA Discussion Papers 634, Institute of Labor Economics (IZA).
    50. Arnaud Chevalier & Gauthier Lanot, 2004. "Monotonicity and the Roy Model," Manchester School, University of Manchester, vol. 72(4), pages 560-567, July.
    51. Susan L. Ettner & Richard G. Frank & Ronald C. Kessler, 1997. "The Impact of Psychiatric Disorders on Labor Market Outcomes," NBER Working Papers 5989, National Bureau of Economic Research, Inc.
    52. Alan B. Krueger & Pei Zhu, 2002. "Another Look at the New York City School Voucher Experiment," Working Papers 849, Princeton University, Department of Economics, Industrial Relations Section..
    53. Christopher Blattman & Jeannie Annan, 2010. "The Consequences of Child Soldiering," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 882-898, November.
    54. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    55. Anzelika Zaiceva, 2006. "Self-Selection and the Returns to Geographic Mobility: What Can Be Learned from the German Reunification "Experiment"," Discussion Papers of DIW Berlin 580, DIW Berlin, German Institute for Economic Research.
    56. John Engberg & Dennis Epple & Jason Imbrogno & Holger Sieg & Ron Zimmer, 2009. "Estimation of Causal Effects in Experiments with Multiple Sources of Noncompliance," NBER Working Papers 14842, National Bureau of Economic Research, Inc.
    57. Alberto Abadie, 2000. "Bootstrap Tests for the Effect of a Treatment on the Distribution of an Outcome Variable," NBER Technical Working Papers 0261, National Bureau of Economic Research, Inc.
    58. Ziggy Macdonald & Michael A. Shields, 2001. "The Impact of Alcohol Consumption on Occupational Attainment in England," Economica, London School of Economics and Political Science, vol. 68(271), pages 427-453, August.
    59. Jinyong Hahn & Petra Todd & Wilbert Van der Klaauw, 1999. "Evaluating the Effect of an Antidiscrimination Law Using a Regression-Discontinuity Design," NBER Working Papers 7131, National Bureau of Economic Research, Inc.
    60. Eichler, Martin & Lechner, Michael, 1999. "An Evaluation of Public Employment Programmes in the East German State of Sachsen-Anhalt," IZA Discussion Papers 94, Institute of Labor Economics (IZA).
    61. Jay Bhattacharya & Azeem Shaikh & Edward Vytlacil, 2005. "Treatment Effect Bounds: An Application to Swan-Ganz Catheterization," NBER Working Papers 11263, National Bureau of Economic Research, Inc.
    62. Alberto Abadie, 2000. "Semiparametric Estimation of Instrumental Variable Models for Causal Effects," NBER Technical Working Papers 0260, National Bureau of Economic Research, Inc.
    63. Kluve, Jochen, 2001. "On the Role of Counterfactuals in Inferring Causal Effects of Treatments," IZA Discussion Papers 354, Institute of Labor Economics (IZA).
    64. Charles F. Manski, 2001. "Designing Programs for Heterogeneous Populations: The Value of Covariate Information," American Economic Review, American Economic Association, vol. 91(2), pages 103-106, May.
    65. Philip J. Cook & Jens Ludwig, 2005. "Assigning Deviant Youths to Minimize Total Harm," NBER Working Papers 11390, National Bureau of Economic Research, Inc.
    66. Asadul Islam Author-X-Name-Asadul, 2008. "Who Benefits From Microfinance? The Impact Evaluation Of Large Scale Programs In Bangladesh," Monash Economics Working Papers 29/08, Monash University, Department of Economics.
    67. Shlomo Yitzhaki & Edna Schechtman, 2004. "The Gini Instrumental Variable, or the “double instrumental variable” estimator," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(3), pages 287-313.
    68. Dontsop Nguezet, Paul Martin & Diagne, Aliou & Okoruwa, Victor O., 2010. "Estimation of Actual and Potential Adoption Rates and Determinants of Improved Rice Variety Among Rice Farmers in Nigeria: The Case of NERICAs," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 95770, African Association of Agricultural Economists (AAAE).
    69. Sebastian Galiani & Guillermo Cruces, 2005. "Fertility and Female Labor Supply in Latin America: New Causal Evidence," Working Papers 84, Universidad de San Andres, Departamento de Economia, revised Jun 2007.
    70. W.H.J. Hassink & H. Kiiver, 2007. "Age-dependent Effects of Socio-economic Background on Educational Attainment - Evidence from Germany," Working Papers 07-26, Utrecht School of Economics.
    71. Sonia Bhalotra & Claudia Sanhueza, 2004. "Parametric and Semi-parametric Estimations of the Return to Schooling in South Africa," Econometric Society 2004 Latin American Meetings 294, Econometric Society.
    72. Gould, Eric & Lavy, Victor & Paserman, Daniele, 2003. "Immigrating to Opportunity: Estimating the Effect of School Quality Using a Natural Experiment on Ethiopians in Israel," CEPR Discussion Papers 4052, C.E.P.R. Discussion Papers.
    73. Denis Conniffe & Vanessa Gash & Philip J., 2000. "Evaluating Programmes: Experiments, Non-Experiments and Propensity Scores," Papers WP126, Economic and Social Research Institute (ESRI).
    74. Paul Frijters & John P. Haisken-DeNew & Michael Shields, 2003. "Estimating The Causal Effect of Income on Health: Evidence from Post Reunification East Germany," CEPR Discussion Papers 465, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    75. Winter-Ebmer, Rudolf, 2001. "Evaluating An Innovative Redundancy-Retraining Project: The Austrian Steel Foundation," CEPR Discussion Papers 2776, C.E.P.R. Discussion Papers.
    76. Silvia Moler‐Zapata & Richard Grieve & Anirban Basu & Stephen O’Neill, 2023. "How does a local instrumental variable method perform across settings with instruments of differing strengths? A simulation study and an evaluation of emergency surgery," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 2113-2126, September.
    77. Andrea Mercatanti, 2008. "A likelihood-based analysis for relaxing the exclusion restriction in randomized experiments with imperfect compliance," Temi di discussione (Economic working papers) 683, Bank of Italy, Economic Research and International Relations Area.
    78. Joseph J. Doyle, Jr., 2007. "Child Protection and Adult Crime: Using Investigator Assignment to Estimate Causal Effects of Foster Care," NBER Working Papers 13291, National Bureau of Economic Research, Inc.
    79. Michael Kremer & Edward Miguel, 2004. "Worms: Education and health externalities in kenya," Natural Field Experiments 00288, The Field Experiments Website.
    80. Jeffrey R. Kling & Jeffrey B. Liebman & Lawrence F. Katz, 2005. "Experimental Analysis of Neighborhood Effects," NBER Working Papers 11577, National Bureau of Economic Research, Inc.
    81. Andreea Balan-Cohen, 2008. "Healthy, Wealthy, and Wise? The Impact of the Old Age Assistance Program on Elderly Mortality in the United States," Discussion Papers Series, Department of Economics, Tufts University 0719, Department of Economics, Tufts University.
    82. David McKenzie & Steven Stillman & John Gibson, 2010. "How Important is Selection? Experimental VS. Non‐Experimental Measures of the Income Gains from Migration," Journal of the European Economic Association, European Economic Association, vol. 8(4), pages 913-945, June.
    83. Joshua D. Angrist & William N. Evans, 1996. "Schooling and Labor Market Consequences of the 1970 State Abortion Reforms," NBER Working Papers 5406, National Bureau of Economic Research, Inc.
    84. Benjamin A. Olken, 2008. "Direct Democracy and Local Public Goods: Evidence from a Field Experiment in Indonesia," NBER Working Papers 14123, National Bureau of Economic Research, Inc.
    85. Matthias Almus, 2004. "Job creation through public start-up assistance?," Applied Economics, Taylor & Francis Journals, vol. 36(18), pages 2015-2024.
    86. Bryan S. Graham & James Powell, 2008. "Identification and Estimation of 'Irregular' Correlated Random Coefficient Models," NBER Working Papers 14469, National Bureau of Economic Research, Inc.
    87. Jeffrey R. Kling & Jens Ludwig & Lawrence F. Katz, 2005. "Neighborhood Effects on Crime for Female and Male Youth: Evidence from a Randomized Housing Voucher Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 87-130.
    88. Juan Carlos Calcagno & Bridget Terry Long, 2008. "The Impact of Postsecondary Remediation Using a Regression Discontinuity Approach: Addressing Endogenous Sorting and Noncompliance," NBER Working Papers 14194, National Bureau of Economic Research, Inc.
    89. Hunt, Richard A. & Song, Yue & Townsend, David M. & Stallkamp, Maximilian, 2021. "Internationalization of entrepreneurial firms: Leveraging real options reasoning through affordable loss logics," Journal of Business Research, Elsevier, vol. 133(C), pages 194-207.
    90. Kerwin Kofi Charles, 2002. "Is Retirement Depressing?: Labor Force Inactivity and Psychological Well-Being in Later Life," NBER Working Papers 9033, National Bureau of Economic Research, Inc.
    91. Andrietti, Vincenzo, 2004. "Pension choices and job mobility in the UK," UC3M Working papers. Economics we043713, Universidad Carlos III de Madrid. Departamento de Economía.
    92. Mark van der Laan & Alan Hubbard & Nicholas Jewell, 2004. "Estimation of Treatment Effects in Randomized Trials with Noncompliance and a Dichotomous Outcome," U.C. Berkeley Division of Biostatistics Working Paper Series 1157, Berkeley Electronic Press.
    93. Ted Joyce & Diane Gibson & Silvie Colman, 2004. "The Changing Association Between Prenatal Participation in WIC and Birth Outcomes in New York City," NBER Working Papers 10796, National Bureau of Economic Research, Inc.
    94. Philip Oreopoulos & Marianne E. Page & Ann Huff Stevens, 2003. "Does Human Capital Transfer from Parent to Child? The Intergenerational Effects of Compulsory Schooling," NBER Working Papers 10164, National Bureau of Economic Research, Inc.
    95. James J. Heckman, 1995. "Instrumental Variables: A Cautionary Tale," NBER Technical Working Papers 0185, National Bureau of Economic Research, Inc.
    96. Ermisch, John & J. Pevalin, David, 2003. "Does a ‘teen-birth’ have longer-term impacts on the mother? evidence from the 1970 British Cohort Study," ISER Working Paper Series 2003-28, Institute for Social and Economic Research.
    97. Bratti, Massimiliano & Felice, Giulia, 2009. "Exporting and Product Innovation at the Firm Level," MPRA Paper 18915, University Library of Munich, Germany.
    98. Justin McCrary, 2007. "Manipulation of the Running Variable in the Regression Discontinuity Design: A Density Test," NBER Technical Working Papers 0334, National Bureau of Economic Research, Inc.
    99. Frank Siebern, 2000. "Growth and Convergence in a Two‐Region Model of Unified Germany," German Economic Review, Verein für Socialpolitik, vol. 1(3), pages 363-384, August.
    100. Xin Meng & Robert G Gregory, "undated". "Impact of Interupted Education on Earnings: The Educational Cost of the Chinese Cultural revolution," Canadian International Labour Network Working Papers 40, McMaster University.
    101. Robert Moffitt, 2007. "Estimating Marginal Returns to Higher Education in the UK," NBER Working Papers 13534, National Bureau of Economic Research, Inc.
    102. Joshua D. Angrist & Stacey H. Chen, 2007. "Long-term consequences of vietnam-era conscription: schooling, experience, and earnings," NBER Working Papers 13411, National Bureau of Economic Research, Inc.
    103. Joshua D. Angrist & William N. Evans, 1996. "Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size," NBER Working Papers 5778, National Bureau of Economic Research, Inc.
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    105. Jay Bhattacharya & William B. Vogt, 2007. "Do Instrumental Variables Belong in Propensity Scores?," NBER Technical Working Papers 0343, National Bureau of Economic Research, Inc.
    106. Chris Sakellariou, 2006. "Education policy reform, local average treatment effect and returns to schooling from instrumental variables in the Philippines," Applied Economics, Taylor & Francis Journals, vol. 38(4), pages 473-481.
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    108. Michael Lechner & Ruth Miquel, 2005. "Identification of the Effects of Dynamic Treatments by Sequential Conditional Independence Assumptions," University of St. Gallen Department of Economics working paper series 2005 2005-17, Department of Economics, University of St. Gallen.
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    110. Caroline M. Hoxby, 2005. "Competition Among Public Schools: A Reply to Rothstein (2004)," NBER Working Papers 11216, National Bureau of Economic Research, Inc.
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    114. Philip Oreopoulos, 2003. "Do Dropouts Drop Out Too Soon? International Evidence From Changes in School-Leaving Laws," NBER Working Papers 10155, National Bureau of Economic Research, Inc.
    115. McKenzie, David & Gibson, John & Stillman, Steven, 2006. "How important is selection ? Experimental versus non-experimental measures of the income gains from migration," Policy Research Working Paper Series 3906, The World Bank.
    116. Stefan Boes, 2009. "Partial Identification of Discrete Counterfactual Distributions with Sequential Update of Information," SOI - Working Papers 0918, Socioeconomic Institute - University of Zurich.
    117. Almus, Matthias, 2001. "Evaluating the impact of public start-up assistance: results from an econometric approach," ZEW Discussion Papers 01-23, ZEW - Leibniz Centre for European Economic Research.
    118. Steven Lehrer & Weili Ding, 2004. "Estimating Dynamic Treatment Effects from Project STAR," Econometric Society 2004 North American Summer Meetings 252, Econometric Society.
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    Cited by:

    1. Richard Akresh & Leonardo Lucchetti & Harsha Thirumurthy, 2010. "Wars and Child Health: Evidence from the Eritrean-Ethiopian Conflict," HiCN Working Papers 89, Households in Conflict Network.
    2. Patrick A. Puhani & Margret K. Sterrenberg & Margret K. Sterrenberg, 2021. "Effects of Mandatory Military Service on Wages and Other Socioeconomic Outcomes," RF Berlin - CReAM Discussion Paper Series 2117, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    3. Markus Froelich, 2002. "Programme Evaluation with Multiple Treatments," University of St. Gallen Department of Economics working paper series 2002 2002-17, Department of Economics, University of St. Gallen.
    4. Piza, Caio & Souza, André Portela & Emerson, Patrick M. & Amorim, Vivian, 2022. "The Short- And Longer-Term Effects of a Child Labor Ban," IZA Discussion Papers 15324, Institute of Labor Economics (IZA).
    5. Card, David & Cardoso, Ana Rute, 2011. "Can Compulsory Military Service Raise Civilian Wages? Evidence from the Peacetime Draft in Portugal," IZA Discussion Papers 5915, Institute of Labor Economics (IZA).
    6. Fan Li & Andrea Mercatanti & Taneli Mäkinen & Andrea Silvestrini, 2019. "A regression discontinuity design for categorical ordered running variables with an application to central bank purchases of corporate bonds," Temi di discussione (Economic working papers) 1213, Bank of Italy, Economic Research and International Relations Area.
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    1. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    2. Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens, 1995. "Non-Parametric Demand Analysis with an Application to the Demand for Fish," NBER Technical Working Papers 0178, National Bureau of Economic Research, Inc.
    3. Thomas Lemieux & David Card, 1998. "Education, Earnings, and the "Canadian G.I. Bill"," NBER Working Papers 6718, National Bureau of Economic Research, Inc.
    4. Joshua Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design is Taking the Con out of Econometrics," NBER Working Papers 15794, National Bureau of Economic Research, Inc.
    5. Todd Stinebrickner & Ralph Stinebrickner, 2001. "Working During School and Academic Performance," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20011, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    6. Damm, Anna Piil, 2006. "Ethnic Enclaves and Immigrant Labour Market Outcomes: Quasi-Experimental Evidence," Working Papers 06-4, University of Aarhus, Aarhus School of Business, Department of Economics.
    7. Maluccio, John A., 1998. "Endogeneity of schooling in the wage function," FCND discussion papers 54, International Food Policy Research Institute (IFPRI).
    8. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," NBER Working Papers 4483, National Bureau of Economic Research, Inc.
    9. Lewbel, Arthur, 2007. "Endogenous selection or treatment model estimation," Journal of Econometrics, Elsevier, vol. 141(2), pages 777-806, December.
    10. Contreras, Dante, 2002. "Vouchers, School Choice and the Access to Higher Education," Center Discussion Papers 28442, Yale University, Economic Growth Center.
    11. Mogstad, Magne & Wiswall, Matthew, 2010. "Linearity in Instrumental Variables Estimation: Problems and Solutions," IZA Discussion Papers 5216, Institute of Labor Economics (IZA).
    12. Stephen Machin & Sandra McNally & Olmo Silva, 2007. "New Technology in Schools: Is There a Payoff?," Economic Journal, Royal Economic Society, vol. 117(522), pages 1145-1167, July.
    13. John Bound & David A. Jaeger, 1996. "On the Validity of Season of Birth as an Instrument in Wage Equations: A Comment on Angrist & Krueger's "Does Compulsory School Attendance Affect Scho," NBER Working Papers 5835, National Bureau of Economic Research, Inc.
    14. Giovanni Cerulli, 2010. "A responsiveness-based (composite) indicator with an application to countries’ innovative performance," CERIS Working Paper 201010, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    15. Joshua D. Angrist & Victor Lavy & Analia Schlosser, 2005. "New Evidence on the Causal Link Between the Quantity and Quality of Children," NBER Working Papers 11835, National Bureau of Economic Research, Inc.
    16. Janet Audrain-McGovern & Steven Lehrer & J. Niles Rosenquist, 2006. "The Impact Of Poor Health On Education: New Evidence Using Genetic Markers," Working Paper 1045, Economics Department, Queen's University.
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    24. Pettersson Lidbom, Per, 2003. "Does the Size of the Legislature Affect the Size of Government? Evidence from a Natural Experiment," Research Papers in Economics 2003:18, Stockholm University, Department of Economics.
    25. Joshua Angrist, 2005. "Instrumental Variables Methods in Experimental Criminological Research: What, Why, and How?," NBER Technical Working Papers 0314, National Bureau of Economic Research, Inc.
    26. Joshua D. Angrist & Òscar Jordà & Guido M. Kuersteiner, 2013. "Semiparametric Estimates of Monetary Policy Effects: String Theory Revisited," Working Paper Series 2013-24, Federal Reserve Bank of San Francisco.
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    29. Angrist, Joshua & Lavy, Victor & Schlosser, Analia, 2010. "Multiple Experiments for the Causal Link between the Quantity and Quality of Children," Foerder Institute for Economic Research Working Papers 275744, Tel-Aviv University > Foerder Institute for Economic Research.
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    32. Leonardo Bonilla Mejía & Luis Armando Galvis, 2011. "Profesionalización docente y la calidad de la educación escolar en Colombia," Documentos de trabajo sobre Economía Regional y Urbana 154, Banco de la Republica de Colombia.
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    36. M. C. Navarro-Perez & J. M. Serrano-Sanz, 2002. "Evaluating Educational Output: An Estimation Method Based on Cross-Section Data," Education Economics, Taylor & Francis Journals, vol. 10(1), pages 71-95.
    37. Julie Moschion, 2011. "The Impact of Fertility on Mothers' Labour Supply in Australia: Evidence from Exogenous Variation in Family Size," Melbourne Institute Working Paper Series wp2011n17, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    38. Løken, Katrine Vellesen & Mogstad, Magne & Wiswall, Matthew, 2011. "What Linear Estimators Miss: The E ects of Family Income on Child Outcomes," Working Papers in Economics 02/11, University of Bergen, Department of Economics.
    39. Baez, Javier E., 2008. "Does More Mean Better? Sibling Sex Composition and the Link between Family Size and Children’s Quality," IZA Discussion Papers 3472, Institute of Labor Economics (IZA).
    40. Joshua D. Angrist & Victor Lavy, 1997. "Using Maimonides' Rule to Estimate the Effect of Class Size on Student Achievement," NBER Working Papers 5888, National Bureau of Economic Research, Inc.
    41. Daron Acemoglu & Joshua Angrist, 1999. "How Large are the Social Returns to Education? Evidence from Compulsory Schooling Laws," Working papers 99-30, Massachusetts Institute of Technology (MIT), Department of Economics.
    42. Bennmarker, Helge & Grönqvist, Erik & Öckert, Björn, 2009. "Effects of outsourcing employment services: evidence from a randomized experiment," Working Paper Series 2009:23, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    43. Joshua D. Angrist, 1995. "Conditioning on the Probability of Selection to Control Selection Bias," NBER Technical Working Papers 0181, National Bureau of Economic Research, Inc.

  99. Imbens, G. & Lancaster, T., 1992. "Case-Control Studies with Contaminated Controls," Harvard Institute of Economic Research Working Papers 1612, Harvard - Institute of Economic Research.

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    1. Jing Qin & Denis H. Y. Leung, 2004. "A Semi-parametric Two-component “Compound” Mixture Model and Its Application to Estimating Malaria Attributable Fractions," Working Papers 17-2004, Singapore Management University, School of Economics.
    2. Cristina Butucea & Pierre Vandekerkhove, 2014. "Semiparametric Mixtures of Symmetric Distributions," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 41(1), pages 227-239, March.
    3. Robert M. Dorazio, 2012. "Predicting the Geographic Distribution of a Species from Presence-Only Data Subject to Detection Errors," Biometrics, The International Biometric Society, vol. 68(4), pages 1303-1312, December.
    4. Leandro Siqueira Carvalho & Rodrigo R. Soares, 2013. "Living on the Edge: Youth Entry, Career and Exit in Drug-Selling Gangs," Textos para discussão 605, Department of Economics PUC-Rio (Brazil).
    5. Małgorzata Łazęcka & Jan Mielniczuk & Paweł Teisseyre, 2021. "Estimating the class prior for positive and unlabelled data via logistic regression," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 15(4), pages 1039-1068, December.
    6. Becker, Bo & Cronqvist, Henrik & Fahlenbrach, Rüdiger, 2011. "Estimating the Effects of Large Shareholders Using a Geographic Instrument," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(4), pages 907-942, August.
    7. Ashton, John & Burnett, Tim & Diaz-Rainey, Ivan & Ormosi, Peter, 2021. "Known unknowns: How much financial misconduct is detected and deterred?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 74(C).
    8. Petra Moser & Alessandra Voena, 2010. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," Discussion Papers 09-026, Stanford Institute for Economic Policy Research.
    9. Yang Ning & Yong Chen, 2015. "A Class of Pseudolikelihood Ratio Tests for Homogeneity in Exponential Tilt Mixture Models," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 42(2), pages 504-517, June.
    10. Adam M. Kleinbaum & Toby E. Stuart & Michael L. Tushman, 2013. "Discretion Within Constraint: Homophily and Structure in a Formal Organization," Organization Science, INFORMS, vol. 24(5), pages 1316-1336, October.
    11. Sung Jae Jun & Sokbae Lee, 2020. "Causal Inference under Outcome-Based Sampling with Monotonicity Assumptions," Papers 2004.08318, arXiv.org, revised Oct 2023.
    12. Erard, Brian, 2017. "Modeling Qualitative Outcomes by Supplementing Participant Data with General Population Data: A New and More Versatile Approach," MPRA Paper 99887, University Library of Munich, Germany, revised 26 Apr 2020.
    13. John Ashton & Tim Burnett & Ivan Diaz Rainey & Peter L. Ormosi, 2018. "Has the financial regulatory environment improved in the UK? Capture-Recapture approach to estimate detection and deterrence," Working Paper series, University of East Anglia, Centre for Competition Policy (CCP) 2018-03, Centre for Competition Policy, University of East Anglia, Norwich, UK..
    14. Nail Kashaev, 2022. "Estimation of Parametric Binary Outcome Models with Degenerate Pure Choice-Based Data with Application to COVID-19-Positive Tests from British Columbia," University of Western Ontario, Departmental Research Report Series 20225, University of Western Ontario, Department of Economics.
    15. Lancaster, Tony, 1997. "Bayes WESML Posterior inference from choice-based samples," Journal of Econometrics, Elsevier, vol. 79(2), pages 291-303, August.
    16. Jing Qin & Kung-Yee Liang, 2011. "Hypothesis Testing in a Mixture Case–Control Model," Biometrics, The International Biometric Society, vol. 67(1), pages 182-193, March.
    17. Jing Cheng & Jing Qin & Biao Zhang, 2009. "Semiparametric estimation and inference for distributional and general treatment effects," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 71(4), pages 881-904, September.
    18. Esmerelda A. Ramalho & Richard Smith, 2003. "Discrete choice non-response," CeMMAP working papers 07/03, Institute for Fiscal Studies.
    19. Gill Ward & Trevor Hastie & Simon Barry & Jane Elith & John R. Leathwick, 2009. "Presence-Only Data and the EM Algorithm," Biometrics, The International Biometric Society, vol. 65(2), pages 554-563, June.
    20. Shi Chang & Rohan Singh Wilkho & Nasir Gharaibeh & Garett Sansom & Michelle Meyer & Francisco Olivera & Lei Zou, 2023. "Environmental, climatic, and situational factors influencing the probability of fatality or injury occurrence in flash flooding: a rare event logistic regression predictive model," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 116(3), pages 3957-3978, April.
    21. Erard, Brian & Langetieg, Patrick & Payne, Mark & Plumley, Alan, 2020. "Ghosts in the Income Tax Machinery," MPRA Paper 100036, University Library of Munich, Germany.
    22. Butler, J. S., 2000. "Efficiency results of MLE and GMM estimation with sampling weights," Journal of Econometrics, Elsevier, vol. 96(1), pages 25-37, May.
    23. Amanda Coston & Edward H. Kennedy, 2022. "The role of the geometric mean in case-control studies," Papers 2207.09016, arXiv.org.
    24. Sung Jae Jun & Sokbae (Simon) Lee, 2020. "Causal inference in case-control studies," CeMMAP working papers CWP19/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
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    Cited by:

    1. Guido W. Imbens & Judith K. Hellerstein, 1996. "Imposing Moment Restrictions from Auxiliary Data by Weighting," NBER Technical Working Papers 0202, National Bureau of Economic Research, Inc.
    2. Sasaki, Yuya & Ura, Takuya, 2023. "Estimation and inference for policy relevant treatment effects," Journal of Econometrics, Elsevier, vol. 234(2), pages 394-450.
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    5. Giulio Bottazzi & Marco Grazzi & Angelo Secchi & Federico Tamagni, 2011. "Financial and Economic Determinants of Firm Default," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00642699, HAL.
    6. Esmeralda A. Ramalho & Joaquim J. S. Ramalho, 2006. "Two‐Step Empirical Likelihood Estimation Under Stratified Sampling When Aggregate Information Is Available," Manchester School, University of Manchester, vol. 74(5), pages 577-592, September.
    7. Imbens, G.W. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Other publications TiSEM 2c3f716c-cded-45a2-9db7-7, Tilburg University, School of Economics and Management.
    8. Ramalho Esmeralda A., 2010. "Covariate Measurement Error: Bias Reduction under Response-Based Sampling," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 14(4), pages 1-34, September.
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    29. Erard, Brian, 2017. "Modeling Qualitative Outcomes by Supplementing Participant Data with General Population Data: A New and More Versatile Approach," MPRA Paper 99887, University Library of Munich, Germany, revised 26 Apr 2020.
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    31. Nail Kashaev, 2022. "Estimation of Parametric Binary Outcome Models with Degenerate Pure Choice-Based Data with Application to COVID-19-Positive Tests from British Columbia," University of Western Ontario, Departmental Research Report Series 20225, University of Western Ontario, Department of Economics.
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    41. Abay, Kibrom A. & Abay, Mehari Hiluf & Berhane, Guush & Chamberlin, Jordan, 2021. "Social protection and resilience: The case of the productive safety net program in Ethiopia," IFPRI discussion papers 2086, International Food Policy Research Institute (IFPRI).
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    48. J. Christina Wang, 2022. "The Main Street Lending Program: Who Borrowed and How Have They Benefited?," Working Papers 22-24, Federal Reserve Bank of Boston.
    49. Shi Chang & Rohan Singh Wilkho & Nasir Gharaibeh & Garett Sansom & Michelle Meyer & Francisco Olivera & Lei Zou, 2023. "Environmental, climatic, and situational factors influencing the probability of fatality or injury occurrence in flash flooding: a rare event logistic regression predictive model," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 116(3), pages 3957-3978, April.
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    61. Lee, Kangbok & Joo, Sunghoon & Baik, Hyeoncheol & Han, Sumin & In, Joonhwan, 2020. "Unbalanced data, type II error, and nonlinearity in predicting M&A failure," Journal of Business Research, Elsevier, vol. 109(C), pages 271-287.
    62. van Cranenburgh, Sander & Chorus, Caspar G., 2017. "Willingness to Pay-inference in the absence of rejected propositions," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 35-42.
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    Cited by:

    1. Fei Gao & K. C. G. Chan, 2023. "Noniterative adjustment to regression estimators with population‐based auxiliary information for semiparametric models," Biometrics, The International Biometric Society, vol. 79(1), pages 140-150, March.
    2. Del Bono, Emilia & Ermisch, John & Francesconi, Marco, 2008. "Intrafamily Resource Allocations: A Dynamic Model of Birth Weight," IZA Discussion Papers 3704, Institute of Labor Economics (IZA).
    3. Güell, Maia & Hu, Luojia, 2003. "Estimating the Probability of Leaving Unemployment Using Uncompleted Spells from Repeated Cross-Section Data," CEPR Discussion Papers 3957, C.E.P.R. Discussion Papers.
    4. Guido W. Imbens & Judith K. Hellerstein, 1996. "Imposing Moment Restrictions from Auxiliary Data by Weighting," NBER Technical Working Papers 0202, National Bureau of Economic Research, Inc.
    5. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of income Dynamics," Economics Working Paper Archive 379, The Johns Hopkins University,Department of Economics.
    6. Peter Arcidiacono & Holger Sieg & Frank Sloan, 2001. "Living Rationally Under the Volcano? An Empirical Analysis of Heavy Drinking and Smoking," NBER Working Papers 8602, National Bureau of Economic Research, Inc.
    7. Anne-Gisèle Privat, 2005. "L'avenir des retraites en France: Evalutation de l'impact des réformes de 1993 et de 2033 à l'aide du modèle de microsimulation Artémis," Sciences Po publications info:hdl:2441/f4rshpf3v1u, Sciences Po.
    8. van Dijk, Bram & Paap, Richard, 2008. "Explaining individual response using aggregated data," Journal of Econometrics, Elsevier, vol. 146(1), pages 1-9, September.
    9. Ibáñez, Ana María & Muñoz, Juan Carlos & Verwimp, Philip, 2013. "Abandoning Coffee under the Threat of Violence and the Presence of Illicit Crops. Evidence from Colombia," Documentos CEDE Series 161356, Universidad de Los Andes, Economics Department.
    10. V. Smith & Subhrendu Pattanayak, 2002. "Is Meta-Analysis a Noah's Ark for Non-Market Valuation?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 271-296, June.
    11. Geyer, Judy, 2017. "Housing demand and neighborhood choice with housing vouchers," Journal of Urban Economics, Elsevier, vol. 99(C), pages 48-61.
    12. Amine Ouazad & Romain Rancière, 2019. "City Equilibrium With Borrowing Constraints: Structural Estimation And General Equilibrium Effects," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 60(2), pages 721-749, May.
    13. Robert Clark & Jason Allen & Jean-Francois Houde, 2010. "Price negotiation in differentiated product markets: An analysis of the market for insured mortgages in Canada," 2010 Meeting Papers 1072, Society for Economic Dynamics.
    14. Esmeralda A. Ramalho & Joaquim J. S. Ramalho, 2006. "Two‐Step Empirical Likelihood Estimation Under Stratified Sampling When Aggregate Information Is Available," Manchester School, University of Manchester, vol. 74(5), pages 577-592, September.
    15. Imbens, G.W. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Other publications TiSEM 2c3f716c-cded-45a2-9db7-7, Tilburg University, School of Economics and Management.
    16. Adam N. Glynn & Jon Wakefield & Mark S. Handcock & Thomas S. Richardson, 2008. "Alleviating linear ecological bias and optimal design with subsample data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(1), pages 179-202, January.
    17. Naoki Aizawa & Hanming Fang, 2013. "Equilibrium Labor Market Search and Health Insurance Reform," PIER Working Paper Archive 13-002, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    18. Arthur Charpentier & Mathieu Pigeon, 2016. "Macro vs. Micro Methods in Non-Life Claims Reserving (an Econometric Perspective)," Risks, MDPI, vol. 4(2), pages 1-18, May.
    19. Matthew D. Cocci & Mikkel Plagborg-M{o}ller, 2021. "Standard Errors for Calibrated Parameters," Papers 2109.08109, arXiv.org, revised Oct 2023.
    20. Ryosuke Igari & Takahiro Hoshino, 2018. "A Bayesian Gamma Frailty Model Using the Sum of Independent Random Variables: Application of the Estimation of an Interpurchase Timing Model," Keio-IES Discussion Paper Series 2018-021, Institute for Economics Studies, Keio University.
    21. Ziqi Chen & Jing Ning & Yu Shen & Jing Qin, 2021. "Combining primary cohort data with external aggregate information without assuming comparability," Biometrics, The International Biometric Society, vol. 77(3), pages 1024-1036, September.
    22. Seojeong Lee, 2013. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Method of Moments Estimators," Discussion Papers 2013-09, School of Economics, The University of New South Wales.
    23. Galenianos, Manolis & Gavazza, Alessandro, 2017. "A structural model of the retail market for illicit drugs," LSE Research Online Documents on Economics 80287, London School of Economics and Political Science, LSE Library.
    24. Thierry Debrand & Sophie Pennec & Anne-Gisèle Privat, 2003. "Un modèle de microsimulation pour la projection des retraites du régime général," Economie & Prévision, La Documentation Française, vol. 0(4), pages 215-230.
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    28. Esmeralda A. Ramalho & Joaquim J. S. Ramalho & Rui Evangelista, 2017. "Combining micro and macro data in hedonic price indexes," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 26(2), pages 317-332, June.
    29. Igari, Ryosuke & Hoshino, Takahiro, 2018. "A Bayesian data combination approach for repeated durations under unobserved missing indicators: Application to interpurchase-timing in marketing," Computational Statistics & Data Analysis, Elsevier, vol. 126(C), pages 150-166.
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    32. Cao, Yongxiu & Yu, Jichang, 2023. "Adjusting for unmeasured confounding in survival causal effect using validation data," Computational Statistics & Data Analysis, Elsevier, vol. 180(C).
    33. Naoki Aizawa & Hanming Fang, 2015. "Equilibrium Labor Market Search and Health Insurance Reform, Second Version," PIER Working Paper Archive 15-024, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 28 Jun 2015.
    34. Amil Petrin, 2001. "Quantifying the Benefits of New Products: The Case of the Minivan," NBER Working Papers 8227, National Bureau of Economic Research, Inc.
    35. Devereux, Paul J. & Tripathi, Gautam, 2009. "Optimally combining censored and uncensored datasets," Journal of Econometrics, Elsevier, vol. 151(1), pages 17-32, July.
    36. Gad Allon & Awi Federgruen & Margaret Pierson, 2011. "How Much Is a Reduction of Your Customers' Wait Worth? An Empirical Study of the Fast-Food Drive-Thru Industry Based on Structural Estimation Methods," Manufacturing & Service Operations Management, INFORMS, vol. 13(4), pages 489-507, October.
    37. Levinsohn, James & Berry, Steven & Pakes, Ariel, 2004. "Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market," Scholarly Articles 3436404, Harvard University Department of Economics.
    38. Nail Kashaev, 2022. "Estimation of Parametric Binary Outcome Models with Degenerate Pure Choice-Based Data with Application to COVID-19-Positive Tests from British Columbia," University of Western Ontario, Departmental Research Report Series 20225, University of Western Ontario, Department of Economics.
    39. Nikolas Mittag, 2013. "A Method Of Correcting For Misreporting Applied To The Food Stamp Program," Working Papers 13-28, Center for Economic Studies, U.S. Census Bureau.
    40. Brannlund, Runar & Nordstrom, Jonas, 2004. "Carbon tax simulations using a household demand model," European Economic Review, Elsevier, vol. 48(1), pages 211-233, February.
    41. Matthew D. Cocci & Mikkel Plagborg-Møller, 2021. "Standard Errors for Calibrated Parameters," Working Papers 2021-20, Princeton University. Economics Department..
    42. Ichino, Andrea & Polo, Michele & Rettore, Enrico, 2003. "Are judges biased by labor market conditions?," European Economic Review, Elsevier, vol. 47(5), pages 913-944, October.
    43. Smith, V. Kerry & Pattanayak, Subhrendu K. & Van Houtven, George L., 2006. "Structural benefit transfer: An example using VSL estimates," Ecological Economics, Elsevier, vol. 60(2), pages 361-371, December.
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    1. Joshua D. Angrist, 2003. "Treatment Effect Heterogeneity in Theory and Practice," NBER Working Papers 9708, National Bureau of Economic Research, Inc.
    2. V. Joseph Hotz & Seth G. Sanders & Susan Williams McElroy, 1999. "Teenage Childbearing and Its Life Cycle Consequences: Exploiting a Natural Experiment," NBER Working Papers 7397, National Bureau of Economic Research, Inc.
    3. Ruth Miquel, 2002. "Identification of Dynamic Treatment Effects by Instrumental Variables," University of St. Gallen Department of Economics working paper series 2002 2002-11, Department of Economics, University of St. Gallen.
    4. Heckman, J. & Smith, J. & Taber, C., 1994. "Accounting for Dropouts in Evaluations of Social Experiments," University of Chicago - Economics Research Center 94-3, Chicago - Economics Research Center.
    5. Erich Battistin & Enrico Rettore, 2002. "Testing for programme effects in a regression discontinuity design with imperfect compliance," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(1), pages 39-57, February.
    6. Erich Battistin & Enrico Rettore, 2003. "Another look at the regression discontinuity design," CeMMAP working papers CWP01/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    7. Cockx, Bart & Bardoulat, Isabelle, 1999. "Vocational Training: Does it speed up the Transition Rate out of Unemployment ?," LIDAM Discussion Papers IRES 1999032, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    8. Clint Harris, 2022. "Interpreting Instrumental Variable Estimands with Unobserved Treatment Heterogeneity: The Effects of College Education," Papers 2211.13132, arXiv.org.
    9. Raffaello Bronzini & Guido de Blasio & Guido Pellegrini & Alessandro Scognamiglio, 2008. "The effect of investment tax credit: Evidence from an atypical programme in Italy," Temi di discussione (Economic working papers) 661, Bank of Italy, Economic Research and International Relations Area.
    10. Yusuke Narita, 2018. "Experiment-as-Market: Incorporating Welfare into Randomized Controlled Trials," Cowles Foundation Discussion Papers 2127r, Cowles Foundation for Research in Economics, Yale University, revised May 2019.
    11. Hidehiko Ichimura & Christopher R. Taber, 2000. "Direct Estimation of Policy Impacts," NBER Technical Working Papers 0254, National Bureau of Economic Research, Inc.
    12. Alan Manning, 2004. "Instrumental Variables for Binary Treatments with Heterogeneous Treatment Effects: A Simple Exposition," CEP Discussion Papers dp0619, Centre for Economic Performance, LSE.
    13. Pettersson Lidbom, Per, 2003. "Does the Size of the Legislature Affect the Size of Government? Evidence from a Natural Experiment," Research Papers in Economics 2003:18, Stockholm University, Department of Economics.
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    23. Bampasidou, Maria & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2011. "Unbundling the Degree Effect in a Job Training Program for Disadvantaged Youth," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103619, Agricultural and Applied Economics Association.
    24. Asmussen, Katherine E. & Mondal, Aupal & Bhat, Chandra R. & Pendyala, Ram M., 2023. "On modeling future workplace location decisions: An analysis of Texas employees," Transportation Research Part A: Policy and Practice, Elsevier, vol. 172(C).
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    1. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of income Dynamics," Economics Working Paper Archive 379, The Johns Hopkins University,Department of Economics.
    2. Daniel McFadden, 2001. "Economic Choices," American Economic Review, American Economic Association, vol. 91(3), pages 351-378, June.
    3. van den Berg, Gerard J. & Vikström, Johan, 2009. "Monitoring job offer decisions, punishments, exit to work, and job quality," Working Paper Series 2009:18, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    4. Epstein, Gil S & Ward-Warmedinger, Melanie & Kunze, Astrid, 2002. "High Skilled Migration and the Exertion of Effort by the Local Population," CEPR Discussion Papers 3477, C.E.P.R. Discussion Papers.
    5. William J Carrington & John L Eltinge & Kristin McCue, 2000. "An Economist's Primer on Survey Samples," Working Papers 00-15, Center for Economic Studies, U.S. Census Bureau.
    6. Magee, L. & Robb, A. L. & Burbidge, J. B., 1998. "On the use of sampling weights when estimating regression models with survey data," Journal of Econometrics, Elsevier, vol. 84(2), pages 251-271, June.
    7. Imbens, G.W. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Other publications TiSEM 2c3f716c-cded-45a2-9db7-7, Tilburg University, School of Economics and Management.
    8. Maalouf, Maher & Trafalis, Theodore B., 2011. "Robust weighted kernel logistic regression in imbalanced and rare events data," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 168-183, January.
    9. Ramalho Esmeralda A., 2010. "Covariate Measurement Error: Bias Reduction under Response-Based Sampling," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 14(4), pages 1-34, September.
    10. Adham Alsharkawi & Mohammad Al-Fetyani & Maha Dawas & Heba Saadeh & Musa Alyaman, 2021. "Poverty Classification Using Machine Learning: The Case of Jordan," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    11. Sung Jae Jun & Sokbae Lee, 2020. "Causal Inference under Outcome-Based Sampling with Monotonicity Assumptions," Papers 2004.08318, arXiv.org, revised Oct 2023.
    12. Jieli Ding & Tsui-Shan Lu & Jianwen Cai & Haibo Zhou, 2017. "Recent progresses in outcome-dependent sampling with failure time data," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 23(1), pages 57-82, January.
    13. Joaquim J.S. Ramalho & Esmeralda Ramalho, 2005. "Bias-corrected Moment-based Estimators for Parametric Models under Endogenous Stratified Sampling," Economics Working Papers 11_2005, University of Évora, Department of Economics (Portugal).
    14. Masahiro Kato & Masatoshi Uehara & Shota Yasui, 2020. "Off-Policy Evaluation and Learning for External Validity under a Covariate Shift," Papers 2002.11642, arXiv.org, revised Oct 2020.
    15. Lahiri, Kajal & Yang, Liu, 2013. "Forecasting Binary Outcomes," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 1025-1106, Elsevier.
    16. Casaburi, Lorenzo & Minerva, G. Alfredo, 2011. "Production in advance versus production to order: The role of downstream spatial clustering and product differentiation," Journal of Urban Economics, Elsevier, vol. 70(1), pages 32-46, July.
    17. Hyytinen, Ari & Väänänen, Lotta, 2004. "Could Mr. and Mrs. Capital Market Imperfection Please Step Forward? An Empirical Analysis of Adverse Selection and Moral Hazard in Capital Markets," Discussion Papers 887, The Research Institute of the Finnish Economy.
    18. Buchinsky, Moshe & Li, Fanghua & Liao, Zhipeng, 2022. "Estimation and inference of semiparametric models using data from several sources," Journal of Econometrics, Elsevier, vol. 226(1), pages 80-103.
    19. Jasjit Singh & Matt Marx, 2013. "Geographic Constraints on Knowledge Spillovers: Political Borders vs. Spatial Proximity," Management Science, INFORMS, vol. 59(9), pages 2056-2078, September.
    20. Ravi Bapna & Alok Gupta & Gautam Ray & Shweta Singh, 2023. "Single-Sourcing vs. Multisourcing: An Empirical Analysis of Large Information Technology Outsourcing Arrangements," Information Systems Research, INFORMS, vol. 34(3), pages 1109-1130, September.
    21. Seth H. Giertz, 2006. "The Elasticity of Taxable Income During the 1990s: A Sensitivity Analysis: Working Paper 2006-03," Working Papers 17611, Congressional Budget Office.
    22. Tomz, Michael & King, Gary & Zeng, Langche, 2003. "ReLogit: Rare Events Logistic Regression," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 8(i02).
    23. Amanda Coston & Edward H. Kennedy, 2022. "The role of the geometric mean in case-control studies," Papers 2207.09016, arXiv.org.
    24. Sung Jae Jun & Sokbae (Simon) Lee, 2020. "Causal inference in case-control studies," CeMMAP working papers CWP19/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    25. Seth H. Giertz, 2008. "A Sensitivity Analysis of the Elasticity of Taxable Income: Working Paper 2008-01," Working Papers 19435, Congressional Budget Office.
    26. Kyungchul Song, 2009. "Efficient Estimation of Average Treatment Effects under Treatment-Based Sampling," PIER Working Paper Archive 09-011, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    27. Bryan S. Graham & Cristine Campos De Xavier Pinto & Daniel Egel, 2012. "Inverse Probability Tilting for Moment Condition Models with Missing Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 1053-1079.
    28. Bhattacharya, Debopam, 2005. "Asymptotic inference from multi-stage samples," Journal of Econometrics, Elsevier, vol. 126(1), pages 145-171, May.
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    30. Esmerelda A. Ramalho & Richard Smith, 2003. "Discrete choice non-response," CeMMAP working papers CWP07/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
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    34. Ramalho, Esmeralda A., 2002. "Regression models for choice-based samples with misclassification in the response variable," Journal of Econometrics, Elsevier, vol. 106(1), pages 171-201, January.
    35. Giertz, Seth H., 2007. "The Elasticity of Taxable Income Over the 1980s and 1990s," National Tax Journal, National Tax Association;National Tax Journal, vol. 60(4), pages 743-768, December.
    36. Giertz, Seth, 2006. "The Elasticity of Taxable Income During the 1990s: A Sensitivity Analysis," MPRA Paper 17603, University Library of Munich, Germany.
    37. Carroll, Rachael & Kearney, Colm, 2015. "Testing the mixture of distributions hypothesis on target stocks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 39(C), pages 1-14.
    38. Springborn, Michael & Romagosa, Christina M. & Keller, Reuben P., 2011. "The value of nonindigenous species risk assessment in international trade," Ecological Economics, Elsevier, vol. 70(11), pages 2145-2153, September.

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    Cited by:

    1. Thomas Dee, 2012. "School Turnarounds: Evidence from the 2009 Stimulus," NBER Working Papers 17990, National Bureau of Economic Research, Inc.
    2. Thomas S. Dee & James Wyckoff, 2015. "Incentives, Selection, and Teacher Performance: Evidence from IMPACT," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 34(2), pages 267-297, March.
    3. Marc van der Steeg & Roel van Elk, 2015. "The effect of schooling vouchers on higher education enrollment and completion of teachers: A regression discontinuity analysis," CPB Discussion Paper 305, CPB Netherlands Bureau for Economic Policy Analysis.

Articles

  1. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    See citations under working paper version above.
  2. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    See citations under working paper version above.
  3. Guido W. Imbens, 2021. "Statistical Significance, p-Values, and the Reporting of Uncertainty," Journal of Economic Perspectives, American Economic Association, vol. 35(3), pages 157-174, Summer.

    Cited by:

    1. Seifert, Stefan & Hüttel, Silke & Werwatz, Axel, 2023. "Organic cultivation and farmland prices: Does certification matter?," FORLand Working Papers 28 (2023), Humboldt University Berlin, DFG Research Unit 2569 FORLand "Agricultural Land Markets – Efficiency and Regulation".
    2. Guillaume Coqueret, 2023. "Forking paths in financial economics," Papers 2401.08606, arXiv.org.
    3. Duncan J. Mayer & Robert L. Fischer, 2022. "Can a measurement error perspective improve estimation in neighborhood effects research? A hierarchical Bayesian methodology," Social Science Quarterly, Southwestern Social Science Association, vol. 103(5), pages 1260-1272, September.
    4. Heckelei, Thomas & Huettel, Silke & Odening, Martin & Rommel, Jens, 2021. "The replicability crisis and the p-value debate – what are the consequences for the agricultural and food economics community?," Discussion Papers 316369, University of Bonn, Institute for Food and Resource Economics.
    5. Kopp, Thomas & Nabernegg, Markus, 2022. "Inequality and Environmental Impact – Can the Two Be Reduced Jointly?," Ecological Economics, Elsevier, vol. 201(C).
    6. Blemings, Benjamin & Zhang, Peilu & Neill, Clinton L., 2023. "Where is the value? The impacts of sow gestation crate laws on pork supply and consumer value perceptions," Food Policy, Elsevier, vol. 117(C).
    7. Jordan Adamson & Lucas Rentschler, 2023. "Criminal justice from a public choice perspective: an introduction to the special issue," Public Choice, Springer, vol. 196(3), pages 223-227, September.
    8. Andrew E Clark & Rong Zhu, 2023. "Taking Back Control? Quasi-Experimental Evidence on the Impact of Retirement on Locus of Control," PSE Working Papers halshs-04335808, HAL.
    9. Cantone, Giulio Giacomo, 2023. "The multiversal methodology as a remedy of the replication crisis," MetaArXiv kuhmz, Center for Open Science.
    10. Villacis, Alexis H. & Kopp, Thomas & Mishra, Ashok K., 2023. "Government-Supported Marketing Channels Increase Incomes only for Producers of Local Staples: Evidence from Fruit and Vegetables Farmers in India," 2023 Annual Meeting, July 23-25, Washington D.C. 335470, Agricultural and Applied Economics Association.
    11. Dumont, Michel, 2022. "Public support to business research and development in Belgium: fourth evaluation," MPRA Paper 115418, University Library of Munich, Germany.
    12. Jae H. Kim, 2022. "Moving to a world beyond p-value," Review of Managerial Science, Springer, vol. 16(8), pages 2467-2493, November.
    13. Kopp, Thomas & Nabernegg, Markus K., 2023. "The Effects of Inequality on the Triple Burden of Malnutrition – Are there Synergies or Trade-offs?," 2023 Annual Meeting, July 23-25, Washington D.C. 335467, Agricultural and Applied Economics Association.
    14. Bhatt, Monica & Heller, Sara & Kapustin, Max & Bertrand, Marianne & Blattman, Christopher, 2023. "Predicting and Preventing Gun Violence: An Experimental Evaluation of READI Chicago," SocArXiv dks29, Center for Open Science.
    15. Ghislain B. D. Aihounton & Arne Henningsen, 2023. "Does Organic Farming Jeopardize Food and Nutrition Security?," IFRO Working Paper 2023/02, University of Copenhagen, Department of Food and Resource Economics.
    16. James Herndon, 2023. "P-Hacking Made Easy," Journal of Economics Teaching, Journal of Economics Teaching, vol. 8(3), pages 173-193, October.
    17. , Hirschauer, 2022. "Some Thoughts About Statistical Inference In The 21st Century," SocArXiv exdfg, Center for Open Science.
    18. Daniel J. Smith, 2023. "Austrian economics as a relevant research program," The Review of Austrian Economics, Springer;Society for the Development of Austrian Economics, vol. 36(4), pages 501-514, December.
    19. Xiaoxue Sherry Gao & Glenn W. Harrison & Rusty Tchernis, 2023. "Behavioral welfare economics and risk preferences: a Bayesian approach," Experimental Economics, Springer;Economic Science Association, vol. 26(2), pages 273-303, April.
    20. Graham Elliott & Nikolay Kudrin & Kaspar Wuthrich, 2022. "The Power of Tests for Detecting $p$-Hacking," Papers 2205.07950, arXiv.org, revised Jun 2023.
    21. Christoph Breunig & Ruixuan Liu & Zhengfei Yu, 2022. "Double Robust Bayesian Inference on Average Treatment Effects," Papers 2211.16298, arXiv.org, revised Feb 2024.

  4. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2021. "Matrix Completion Methods for Causal Panel Data Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1716-1730, October.
    See citations under working paper version above.
  5. Guido W. Imbens, 2020. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
    See citations under working paper version above.
  6. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.

    Cited by:

    1. Gabriella Conti & Stavros Poupakis & Peter Ekamper & Govert Bijwaard & L. H. Lumey, 2021. "Severe Prenatal Shocks and Adolescent Health: Evidence from the Dutch Hunger Winter," Working Papers 2021-056, Human Capital and Economic Opportunity Working Group.
    2. Rafaty, R. & Dolphin, G. & Pretis, F., 2020. "Carbon pricing and the elasticity of CO2 emissions," Cambridge Working Papers in Economics 20116, Faculty of Economics, University of Cambridge.
    3. Lindo, Jason M. & Swensen, Isaac D. & Waddell, Glen R., 2022. "Effects of violent media content: Evidence from the rise of the UFC," Journal of Health Economics, Elsevier, vol. 83(C).
    4. Wu, Christopher, 2022. "Should We Trust Regression to Measure Social Disparities?," SocArXiv 4znu5, Center for Open Science.
    5. Magne Mogstad & Joseph P. Romano & Daniel Wilhelm & Azeem M. Shaikh, 2020. "Inference for ranks with applications to mobility across neighborhoods and academic achievement across countries," CeMMAP working papers CWP10/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. Bergman, Peter & Kopko, Elizabeth & Rodriguez, Julio, 2021. "Using Predictive Analytics to Track Students: Evidence from a Seven-College Experiment," IZA Discussion Papers 14500, Institute of Labor Economics (IZA).
    7. Alberini, Anna & Bezhanishvili, Levan & Ščasný, Milan, 2022. "“Wild” tariff schemes: Evidence from the Republic of Georgia," Energy Economics, Elsevier, vol. 110(C).
    8. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2023. "Trade matters except to war neighbors: The international stock market reaction to 2022 Russia’s invasion of Ukraine," Research in International Business and Finance, Elsevier, vol. 65(C).
    9. Galvez, Julio & Gambacorta, Leonardo & Mayordomo, Sergio & Serena, Jose Maria, 2021. "Dollar borrowing, firm credit risk, and FX-hedged funding opportunities," Journal of Corporate Finance, Elsevier, vol. 68(C).
    10. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    11. Johannes Wimmer & Leonhard Vollmer, 2023. "Can Grassroots Organizations Reduce Support for Right-Wing Populism via Social Media?," Rationality and Competition Discussion Paper Series 390, CRC TRR 190 Rationality and Competition.
    12. Songsermsawas, Tisorn & Kafle, Kashi & Winters, Paul, 2021. "Decomposing the Impacts of an Agricultural Value Chain Investment by Gender and Ethnicity: The case of Nepal," 2021 Conference, August 17-31, 2021, Virtual 315047, International Association of Agricultural Economists.
    13. Matthias Sutter & Michael Weyland & Anna Untertrifaller & Manuel Froitzheim & Sebastian O. Schneider, 2020. "Financial literacy, risk and time preferences – Results from a randomized educational intervention," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2023_03, Max Planck Institute for Research on Collective Goods.
    14. Matthias Sutter & Michael Weyland & Anna Untertrifaller & Manuel Froitzheim & Sebastian O. Schneider, 2023. "Financial Literacy, Experimental Preference Measures and Field Behavior – A Randomized Educational Intervention," ECONtribute Discussion Papers Series 229, University of Bonn and University of Cologne, Germany.
    15. Ruonan Xu & Jeffrey M. Wooldridge, 2022. "A Design-Based Approach to Spatial Correlation," Papers 2211.14354, arXiv.org.
    16. Aurélia Buchs & Nils Soguel, 2022. "Fiscal performance and the re-election of finance ministers–evidence from the Swiss cantons," Public Choice, Springer, vol. 191(1), pages 31-49, April.
    17. Thiago Christiano Silva & Sergio Rubens Stancato de Souza & Solange Maria Guerra, 2021. "COVID-19 and Local Market Power in Credit Markets," Working Papers Series 558, Central Bank of Brazil, Research Department.
    18. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    19. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2022. "The role of non-critical business and telework propensity in international stock markets during the COVID-19 pandemic," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    20. Isabel Martinez, 2021. "Beggar-Thy-Neighbour Tax Cuts: Mobility After a Local Income and Wealth Tax Reform in Switzerland," KOF Working papers 21-490, KOF Swiss Economic Institute, ETH Zurich.
    21. Mari, Gabriele & Keizer, Renske & van Gaalen, Ruben, 2022. "The Timing of Parental Unemployment, Insurance, and Children's Education," SocArXiv 7rm6g, Center for Open Science.
    22. Jose Valderrama & Javier Olivera, 2023. "The effects of social pensions on mortality among the extreme poor elderly," LISER Working Paper Series 2023-05, Luxembourg Institute of Socio-Economic Research (LISER).
    23. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
    24. Praveen Ranjan Srivastava & Prajwal Eachempati & Ajay Kumar & Ashish Kumar Jha & Lalitha Dhamotharan, 2023. "Best strategy to win a match: an analytical approach using hybrid machine learning-clustering-association rule framework," Annals of Operations Research, Springer, vol. 325(1), pages 319-361, June.
    25. Gharehgozli, Orkideh, 2021. "An empirical comparison between a regression framework and the Synthetic Control Method," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 70-81.
    26. Jinglong Zhao, 2023. "Adaptive Neyman Allocation," Papers 2309.08808, arXiv.org, revised Sep 2023.
    27. Ding, Peng, 2021. "The Frisch–Waugh–Lovell theorem for standard errors," Statistics & Probability Letters, Elsevier, vol. 168(C).
    28. Zhang, Ling & Berk Saydaliev, Hayot & Ma, Xiaoyu, 2022. "Does green finance investment and technological innovation improve renewable energy efficiency and sustainable development goals," Renewable Energy, Elsevier, vol. 193(C), pages 991-1000.
    29. Fabio Santeramo & Dela-Dem Fiankor, 2023. "Revisiting the impact of per-unit duties on agricultural export prices," RSCAS Working Papers 2023/29, European University Institute.
    30. Clarke, Damian & Torres, Nicolás Paris & Villena-Roldan, Benjamin, 2023. "(Frisch-Waugh-Lovell)' On the Estimation of Regression Models by Row," IZA Discussion Papers 16630, Institute of Labor Economics (IZA).
    31. James J Heckman & Ganesh Karapakula, 2021. "Using a satisficing model of experimenter decision-making to guide finite-sample inference for compromised experiments," The Econometrics Journal, Royal Economic Society, vol. 24(2), pages 1-39.
    32. Aaron Adalja & Erik Lichtenberg & Elina T. Page, 2023. "Collective investment in a common pool resource: Grower associations and food safety guidelines," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 144-173, January.
    33. Bellocca, Gian Pietro Enzo & Alessi, Lucia & Poncela Blanco, Maria Pilar & Ruiz Ortega, Esther, 2023. "Effects of extreme temperature on the European equity market," DES - Working Papers. Statistics and Econometrics. WS 37973, Universidad Carlos III de Madrid. Departamento de Estadística.
    34. Tymon Sloczynski, 2020. "Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights," CESifo Working Paper Series 8331, CESifo.
    35. Derksen, Laura & Kerwin, Jason Theodore & Reynoso, Natalia Ordaz & Sterck, Olivier, 2021. "Appointments: A More Effective Commitment Device for Health Behaviors," SocArXiv y8gh7, Center for Open Science.
    36. Mohamed Abouaziza, 2022. "Farmer constraints and relational contracts: evidence from agricultural value chains in East Africa," Economics PhD Theses 0122, Department of Economics, University of Sussex Business School.
    37. Özler, Berk & Çelik, Çiğdem & Cunningham, Scott & Cuevas, P. Facundo & Parisotto, Luca, 2021. "Children on the move: Progressive redistribution of humanitarian cash transfers among refugees," Journal of Development Economics, Elsevier, vol. 153(C).
    38. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    39. Silva, Thiago Christiano & de Souza, Sergio Rubens Stancato & Guerra, Solange Maria & Tabak, Benjamin Miranda, 2023. "COVID-19 and bank branch lending: The moderating effect of digitalization," Journal of Banking & Finance, Elsevier, vol. 152(C).
    40. Kondylis,Florence,Loeser,John Ashton, 2021. "Intervention Size and Persistence," Policy Research Working Paper Series 9769, The World Bank.
    41. Jeffrey D. Michler & Anna Josephson, 2021. "Recent Developments in Inference: Practicalities for Applied Economics," Papers 2107.09736, arXiv.org.
    42. Peng Ding, 2020. "The Frisch--Waugh--Lovell Theorem for Standard Errors," Papers 2009.06621, arXiv.org.
    43. Tadao Hoshino & Takahide Yanagi, 2021. "Causal Inference with Noncompliance and Unknown Interference," Papers 2108.07455, arXiv.org, revised Oct 2023.
    44. Boone, Claire E & Celhay, Pablo & Gertler, Paul & Gracner, Tadeja & Rodriguez, Josefina, 2022. "How scheduling systems with automated appointment reminders improve health clinic efficiency," Journal of Health Economics, Elsevier, vol. 82(C).
    45. Ashesh Rambachan & Jonathan Roth, 2020. "Design-Based Uncertainty for Quasi-Experiments," Papers 2008.00602, arXiv.org, revised Feb 2024.
    46. Melvin Vooren & Carla Haelermans & Wim Groot & Henriette Maassen van den Brink, 2022. "Make IT Work: The Labor Market Effects of Information Technology Retraining in the Netherlands," De Economist, Springer, vol. 170(3), pages 323-342, August.
    47. Claire E. Boone & Pablo A. Celhay & Paul Gertler & Tadeja Gracner, 2023. "Encouraging Preventative Care to Manage Chronic Disease at Scale," NBER Working Papers 31643, National Bureau of Economic Research, Inc.
    48. Pedro Pita Barros, 2022. "Quality decreases from introducing patient choice in a National Health Service," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 351-381, September.
    49. George Gui & Harikesh Nair & Fengshi Niu, 2021. "Auction Throttling and Causal Inference of Online Advertising Effects," Papers 2112.15155, arXiv.org, revised Feb 2022.
    50. Denteh, Augustine & Asare, Samuel & Senadza, Bernardin, 2022. "Is four better than three? The effect of the 4-year high school policy on academic performance in Ghana," SocArXiv jh9q6, Center for Open Science.
    51. Thiago Christiano Silva & Sergio Rubens Stancato de Souza & Solange Maria Guerra, 2022. "Covid-19 and market power in local credit markets: the role of digitalization," BIS Working Papers 1017, Bank for International Settlements.
    52. Martínez, Isabel Z., 2022. "Mobility Responses to the Establishment of a Residential Tax Haven: Evidence From Switzerland," CEPR Discussion Papers 16627, C.E.P.R. Discussion Papers.
    53. Lea Bottmer & Guido Imbens & Jann Spiess & Merrill Warnick, 2021. "A Design-Based Perspective on Synthetic Control Methods," Papers 2101.09398, arXiv.org, revised Jul 2023.
    54. Taskin, Ahmet Ali & Yaman, Firat, 2023. "The effect of branching deregulation on finance wage premium," FAU Discussion Papers in Economics 08/2023, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
    55. Griffith, Alan & Noonen, Thomas, 2022. "The effects of public campaign funding: Evidence from Seattle’s Democracy Voucher program," Journal of Public Economics, Elsevier, vol. 211(C).
    56. Fidjeland, Andreas & Rege, Mari & Solli, Ingeborg F. & Størksen, Ingunn, 2023. "Reducing the gender gap in early learning: Evidence from a field experiment in Norwegian preschools," European Economic Review, Elsevier, vol. 154(C).
    57. Haoge Chang, 2023. "Design-based Estimation Theory for Complex Experiments," Papers 2311.06891, arXiv.org.
    58. Ganesh Karapakula, 2023. "Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap," Papers 2301.05703, arXiv.org, revised Jan 2023.
    59. Sam Sims & Jake Anders & Matthew Inglis & Hugues Lortie-Forgues & Ben Styles & Ben Weidmann, 2023. "Experimental education research: rethinking why, how and when to use random assignment," CEPEO Working Paper Series 23-07, UCL Centre for Education Policy and Equalising Opportunities, revised Aug 2023.
    60. Lewis, Gabriel, 2022. "Heteroskedasticity and Clustered Covariances from a Bayesian Perspective," MPRA Paper 116662, University Library of Munich, Germany.
    61. Ravichandran Arun & Pashley Nicole E. & Dasgupta Tirthankar & Libgober Brian, 2024. "Optimal allocation of sample size for randomization-based inference from 2K factorial designs," Journal of Causal Inference, De Gruyter, vol. 12(1), pages 1-18, January.

  7. Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2020. "Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(2), pages 303-316, April.
    See citations under working paper version above.
  8. Marinho Bertanha & Guido W. Imbens, 2020. "External Validity in Fuzzy Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(3), pages 593-612, July.
    See citations under working paper version above.
  9. Andrew Gelman & Guido Imbens, 2019. "Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 447-456, July.
    See citations under working paper version above.
  10. Susan Athey & Guido W. Imbens, 2019. "Machine Learning Methods That Economists Should Know About," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 685-725, August.

    Cited by:

    1. Blankenship, Brian & Aklin, Michaël & Urpelainen, Johannes & Nandan, Vagisha, 2022. "Jobs for a just transition: Evidence on coal job preferences from India," Energy Policy, Elsevier, vol. 165(C).
    2. Matthew A Cole & Robert J R Elliott & Bowen Liu, 2020. "The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach," Discussion Papers 20-09, Department of Economics, University of Birmingham.
    3. Andrii Babii & Xi Chen & Eric Ghysels & Rohit Kumar, 2020. "Binary Choice with Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Racial Justice," Papers 2010.08463, arXiv.org, revised Nov 2021.
    4. Sophie-Charlotte Klose & Johannes Lederer, 2020. "A Pipeline for Variable Selection and False Discovery Rate Control With an Application in Labor Economics," Papers 2006.12296, arXiv.org, revised Jun 2020.
    5. Lidia Ceriani & Vladimir Hlasny & Paolo Verme, 2021. "Bottom Incomes and the Measurement of Poverty: A Brief Assessment of the Literature," Working Papers 589, ECINEQ, Society for the Study of Economic Inequality.
    6. Li, Qiang & An, Lian & Zhang, Ren, 2023. "Corruption drives brain drain: Cross-country evidence from machine learning," Economic Modelling, Elsevier, vol. 126(C).
    7. Daniel Goller, 2020. "Analysing a built-in advantage in asymmetric darts contests using causal machine learning," Papers 2008.07165, arXiv.org.
    8. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    9. Byron Botha & Rulof Burger & Kevin Kotze & Neil Rankin & Daan Steenkamp, 2022. "Big data forecasting of South African inflation," School of Economics Macroeconomic Discussion Paper Series 2022-03, School of Economics, University of Cape Town.
    10. Zhang, Han, 2021. "How Using Machine Learning Classification as a Variable in Regression Leads to Attenuation Bias and What to Do About It," SocArXiv 453jk, Center for Open Science.
    11. Gert Bijnens & Shyngys Karimov & Jozef Konings, 2023. "Does Automatic Wage Indexation Destroy Jobs? A Machine Learning Approach," De Economist, Springer, vol. 171(1), pages 85-117, March.
    12. Felix Chopra & Ingar Haaland & Ingar K. Haaland, 2023. "Conducting Qualitative Interviews with AI," CESifo Working Paper Series 10666, CESifo.
    13. Uguccioni, James, 2022. "The long-run effects of parental unemployment in childhood," CLEF Working Paper Series 45, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    14. Andrei Dubovik & Adam Elbourne & Bram Hendriks & Mark Kattenberg, 2022. "Forecasting World Trade Using Big Data and Machine Learning Techniques," CPB Discussion Paper 441, CPB Netherlands Bureau for Economic Policy Analysis.
    15. Colak, Gonul & Fu, Mengchuan & Hasan, Iftekhar, 2022. "On modeling IPO failure risk," Economic Modelling, Elsevier, vol. 109(C).
    16. Gavoille, Nicolas & Zasova, Anna, 2023. "What we pay in the shadows: Labor tax evasion, minimum wage hike and employment," Journal of Public Economics, Elsevier, vol. 228(C).
    17. Delprato, Marcos & Frola, Alessia & Antequera, Germán, 2022. "Indigenous and non-Indigenous proficiency gaps for out-of-school and in-school populations: A machine learning approach," International Journal of Educational Development, Elsevier, vol. 93(C).
    18. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    19. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2023. "Optimal Price Targeting," Marketing Science, INFORMS, vol. 42(3), pages 476-499, May.
    20. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    21. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    22. Carlos Fernández-Loría & Foster Provost & Jesse Anderton & Benjamin Carterette & Praveen Chandar, 2023. "A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation," Information Systems Research, INFORMS, vol. 34(2), pages 786-803, June.
    23. Zhexiao Lin & Fang Han, 2022. "On regression-adjusted imputation estimators of the average treatment effect," Papers 2212.05424, arXiv.org, revised Jan 2023.
    24. Patrick Lehnert & Michael Niederberger & Uschi Backes-Gellner & Eric Bettinger, 2020. "Proxying Economic Activity with Daytime Satellite Imagery: Filling Data Gaps Across Time and Space," Economics of Education Working Paper Series 0165, University of Zurich, Department of Business Administration (IBW), revised Sep 2022.
    25. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
    26. Brunori, Paolo & Salas-Rojo, Pedro & Verne, Paolo, 2022. "Estimating inequality with missing incomes," LSE Research Online Documents on Economics 115932, London School of Economics and Political Science, LSE Library.
    27. Stolbov, Mikhail & Shchepeleva, Maria, 2022. "Modeling global real economic activity: Evidence from variable selection across quantiles," The Journal of Economic Asymmetries, Elsevier, vol. 25(C).
    28. Harold D. Chiang & Kengo Kato & Yukun Ma & Yuya Sasaki, 2019. "Multiway Cluster Robust Double/Debiased Machine Learning," Papers 1909.03489, arXiv.org, revised Mar 2020.
    29. Donna B. Gilleskie, 2021. "In sickness and in health, until death do us part: A case for theory," Southern Economic Journal, John Wiley & Sons, vol. 87(3), pages 753-768, January.
    30. Mark Musumba & Naureen Fatema & Shahriar Kibriya, 2021. "Prevention Is Better Than Cure: Machine Learning Approach to Conflict Prediction in Sub-Saharan Africa," Sustainability, MDPI, vol. 13(13), pages 1-18, July.
    31. Liyang Tang, 2020. "Application of Nonlinear Autoregressive with Exogenous Input (NARX) neural network in macroeconomic forecasting, national goal setting and global competitiveness assessment," Papers 2005.08735, arXiv.org.
    32. Jean-Sauveur Ay & Julie Le Gallo, 2021. "The signaling value of nested wine names," Post-Print hal-03268014, HAL.
    33. Falco J. Bargagli-Stoffi & Jan Niederreiter & Massimo Riccaboni, 2020. "Supervised learning for the prediction of firm dynamics," Papers 2009.06413, arXiv.org.
    34. Cockx, Bart & Lechner, Michael & Bollens, Joost, 2023. "Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium," Labour Economics, Elsevier, vol. 80(C).
    35. Daniel Levy & Tamir Mayer & Alon Raviv, 2022. "Economists in the 2008 Financial Crisis: Slow to See, Fast to Act," Working Paper series 22-04, Rimini Centre for Economic Analysis.
    36. Julien Chevallier & Dominique Guégan & Stéphane Goutte, 2021. "Is It Possible to Forecast the Price of Bitcoin?," Post-Print halshs-04250269, HAL.
    37. Anna Baiardi & Andrea A. Naghi, 2021. "The Value Added of Machine Learning to Causal Inference: Evidence from Revisited Studies," Tinbergen Institute Discussion Papers 21-001/V, Tinbergen Institute.
    38. Gianluca Stefani & Mario Biggeri & Lucia Ferrone, 2022. "Sustainable Transitions Narratives: An Analysis of the Literature through Topic Modelling," Sustainability, MDPI, vol. 14(4), pages 1-25, February.
    39. Mohsin, Muhammad & Taghizadeh-Hesary, Farhad & Iqbal, Nadeem & Saydaliev, Hayot Berk, 2022. "The role of technological progress and renewable energy deployment in green economic growth," Renewable Energy, Elsevier, vol. 190(C), pages 777-787.
    40. Dario Sansone & Anna Zhu, 2020. "Using Machine Learning to Create an Early Warning System for Welfare Recipients," Papers 2011.12057, arXiv.org, revised May 2021.
    41. Frederico Finan & Demian Pouzo, 2021. "Reinforcing RCTs with Multiple Priors while Learning about External Validity," Papers 2112.09170, arXiv.org, revised Mar 2023.
    42. Fluchtmann, Jonas & Glenny, Anita Marie & Harmon, Nikolaj & Maibom, Jonas, 2021. "The Gender Application Gap: Do Men and Women Apply for the Same Jobs?," IZA Discussion Papers 14906, Institute of Labor Economics (IZA).
    43. Silveira, Douglas & Vasconcelos, Silvinha & Resende, Marcelo & Cajueiro, Daniel O., 2022. "Won’t Get Fooled Again: A supervised machine learning approach for screening gasoline cartels," Energy Economics, Elsevier, vol. 105(C).
    44. Baaken, Dominik & Hess, Sebastian, 2021. "Regionale Milchmengenprognose: Regressionsmodelle und Maschinelles Lernen im Vergleich," 61st Annual Conference, Berlin, Germany, September 22-24, 2021 317056, German Association of Agricultural Economists (GEWISOLA).
    45. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    46. Hannes Mueller & Christopher Rauh, 2019. "The hard problem of prediction for conflict prevention," Cahiers de recherche 2019-02, Universite de Montreal, Departement de sciences economiques.
    47. Daniel Garcia & Juha Tolvanen & Alexander K. Wagner, 2022. "Demand Estimation Using Managerial Responses to Automated Price Recommendations," Management Science, INFORMS, vol. 68(11), pages 7918-7939, November.
    48. Goller, Daniel & Lechner, Michael & Moczall, Andreas & Wolff, Joachim, 2019. "Does the estimation of the propensity score by machine learning improve matching estimation? The case of Germany’s programmes for long term unemployed," Economics Working Paper Series 1910, University of St. Gallen, School of Economics and Political Science.
    49. Xing, Li-Min & Zhang, Yue-Jun, 2022. "Forecasting crude oil prices with shrinkage methods: Can nonconvex penalty and Huber loss help?," Energy Economics, Elsevier, vol. 110(C).
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    184. Paola Mallia, 2022. "You reap what (you think) you sow? Evidence on farmers’behavioral adjustments in the case of correct crop varietal identification," Working Papers hal-03597332, HAL.
    185. Abhinav Garg & Naman Shukla & Lavanya Marla & Sriram Somanchi, 2021. "Distribution Shift in Airline Customer Behavior during COVID-19," Papers 2111.14938, arXiv.org, revised Dec 2021.
    186. John Aoga & Juhee Bae & Stefanija Veljanoska & Siegfried Nijssen & Pierre Schaus, 2020. "Impact of weather factors on migration intention using machine learning algorithms," Papers 2012.02794, arXiv.org.
    187. James Ming Chen, 2021. "An Introduction to Machine Learning for Panel Data," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 27(1), pages 1-16, February.
    188. Zhang, Qin & Ni, He & Xu, Hao, 2023. "Nowcasting Chinese GDP in a data-rich environment: Lessons from machine learning algorithms," Economic Modelling, Elsevier, vol. 122(C).
    189. Baaken, Dominik & Hess, Sebastian, 2021. "Forecasting Regional Milk Production Quantity: A Comparison of Regression Models and Machine Learning," 2021 Conference, August 17-31, 2021, Virtual 315117, International Association of Agricultural Economists.
    190. Hector F. Calvo-Pardo & Tullio Mancini & Jose Olmo, 2020. "Neural Network Models for Empirical Finance," JRFM, MDPI, vol. 13(11), pages 1-22, October.
    191. Mehmet Güney Celbiş & Pui‐hang Wong & Karima Kourtit & Peter Nijkamp, 2023. "Impacts of the COVID‐19 outbreak on older‐age cohorts in European Labor Markets: A machine learning exploration of vulnerable groups," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(3), pages 559-584, April.
    192. Sebastian Galiani & Juan Pantano, 2021. "Structural Models: Inception and Frontier," NBER Working Papers 28698, National Bureau of Economic Research, Inc.
    193. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
    194. Yiyi Huo & Yingying Fan & Fang Han, 2023. "On the adaptation of causal forests to manifold data," Papers 2311.16486, arXiv.org, revised Dec 2023.
    195. Guido de Blasio & Alessio D'Ignazio & Marco Letta, 2020. "Predicting Corruption Crimes with Machine Learning. A Study for the Italian Municipalities," Working Papers 16/20, Sapienza University of Rome, DISS.
    196. Brown, David P. & Cajueiro, Daniel O. & Eckert, Andrew & Silveira, Douglas, 2023. "Information and Transparency: Using Machine Learning to Detect Communication," Working Papers 2023-6, University of Alberta, Department of Economics.
    197. Hazar Altınbaş & Vincenzo Pacelli & Edgardo Sica, 2022. "An Empirical Assessment of the Contagion Determinants in the Euro Area in a Period of Sovereign Debt Risk," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 8(2), pages 339-371, July.
    198. Andrii Babii & Eric Ghysels & Jonas Striaukas, 2019. "High-Dimensional Granger Causality Tests with an Application to VIX and News," Papers 1912.06307, arXiv.org, revised Feb 2021.
    199. Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Machine-Learning Approach," CESifo Working Paper Series 9037, CESifo.
    200. Maria Ana Matias & Rita Santos & Panos Kasteridis & Katja Grasic & Anne Mason & Nigel Rice, 2022. "Approaches to projecting future healthcare demand," Working Papers 186cherp, Centre for Health Economics, University of York.
    201. Bessen, James & Impink, Stephen Michael & Reichensperger, Lydia & Seamans, Robert, 2022. "The role of data for AI startup growth," Research Policy, Elsevier, vol. 51(5).
    202. Michael Lechner, 2023. "Causal Machine Learning and its use for public policy," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 159(1), pages 1-15, December.
    203. David Imhof & Hannes Wallimann, 2021. "Detecting bid-rigging coalitions in different countries and auction formats," Papers 2105.00337, arXiv.org.
    204. Guan‐Yuan Wang, 2023. "The effect of environment on housing prices: Evidence from the Google Street View," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(2), pages 288-311, March.
    205. Brett R. Gordon & Robert Moakler & Florian Zettelmeyer, 2022. "Close Enough? A Large-Scale Exploration of Non-Experimental Approaches to Advertising Measurement," Papers 2201.07055, arXiv.org, revised Oct 2022.
    206. Victor Quintas-Martinez, 2022. "Finite-Sample Guarantees for High-Dimensional DML," Papers 2206.07386, arXiv.org.
    207. Gutierrez-Lythgoe, Antonio, 2023. "Autoempleo y Machine Learning: Una aplicación para España [Self-employment and Machine Learning: An application for Spain]," MPRA Paper 117275, University Library of Munich, Germany.
    208. Yang Yi & Le Wen & Shan He, 2022. "Partitioning for “Common but Differentiated” Precise Air Pollution Governance: A Combined Machine Learning and Spatial Econometric Approach," Energies, MDPI, vol. 15(9), pages 1-23, May.
    209. Sokbae Lee & Yuan Liao & Myung Hwan Seo & Youngki Shin, 2022. "Fast Inference for Quantile Regression with Tens of Millions of Observations," Papers 2209.14502, arXiv.org, revised Oct 2023.
    210. Tomás Marinozzi & Leandro Nallar & Sergio Pernice, 2021. "Intuitive Mathematical Economics Series. General Equilibrium Models and the Gradient Field Method," CEMA Working Papers: Serie Documentos de Trabajo. 820, Universidad del CEMA.
    211. Ioannis Kyriakou & Parastoo Mousavi & Jens Perch Nielsen & Michael Scholz, 2019. "Machine Learning for Forecasting Excess Stock Returns – The Five-Year-View," Graz Economics Papers 2019-06, University of Graz, Department of Economics.
    212. Wong, Jason Chun Yu & Blankenship, Brian & Urpelainen, Johannes & Balani, Kanika & Ganesan, Karthik & Bharadwaj, Kapardhi, 2022. "Understanding electricity billing preferences in rural and urban India: Evidence from a conjoint experiment," Energy Economics, Elsevier, vol. 106(C).
    213. Yu, Baojun & Li, Changming & Mirza, Nawazish & Umar, Muhammad, 2022. "Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    214. Bitetto, Alessandro & Cerchiello, Paola & Mertzanis, Charilaos, 2023. "Measuring financial soundness around the world: A machine learning approach," International Review of Financial Analysis, Elsevier, vol. 85(C).
    215. Strittmatter, Anthony, 2023. "What is the value added by using causal machine learning methods in a welfare experiment evaluation?," Labour Economics, Elsevier, vol. 84(C).
    216. Hans Genberg & Özer Karagedikli, 2021. "Machine Learning and Central Banks: Ready for Prime Time?," Working Papers wp43, South East Asian Central Banks (SEACEN) Research and Training Centre.
    217. Salvatore Cardillo & Raffaele Gallo & Francesco Guarino, 2021. "Main challenges and prospects for the European banking sector: a critical review of the ongoing debate," Questioni di Economia e Finanza (Occasional Papers) 634, Bank of Italy, Economic Research and International Relations Area.
    218. Daria Loginova & Stefan Mann, 2023. "Measuring stability and structural breaks: Applications in social sciences," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 302-320, April.
    219. Juhee Bae & John Aoga & Stefanija Veljanoska & Siegfried Nijssen & Pierre Schaus, 2020. "Impact of Weather Factors on Migration Intention using Machine Learning Algorithms," LIDAM Discussion Papers IRES 2020034, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    220. Mustafa, Andy Ali & Lin, Ching-Yang & Kakinaka, Makoto, 2022. "Detecting market pattern changes: A machine learning approach," Finance Research Letters, Elsevier, vol. 47(PA).
    221. Silveira, Douglas & de Moraes, Lucas B. & Fiuza, Eduardo P.S. & Cajueiro, Daniel O., 2023. "Who are you? Cartel detection using unlabeled data," International Journal of Industrial Organization, Elsevier, vol. 88(C).
    222. Ajit Desai, 2023. "Machine Learning for Economics Research: When What and How?," Papers 2304.00086, arXiv.org, revised Apr 2023.
    223. Daniel Wochner, 2020. "Dynamic Factor Trees and Forests – A Theory-led Machine Learning Framework for Non-Linear and State-Dependent Short-Term U.S. GDP Growth Predictions," KOF Working papers 20-472, KOF Swiss Economic Institute, ETH Zurich.
    224. Tanner Regan & Giorgio Chiovelli & Stelios Michalopoulos & Elias Papaioannou, 2023. "Illuminating Africa?," Working Papers 2023-11, The George Washington University, Institute for International Economic Policy.
    225. Baird, Sarah & Panlilio, Raphael & Seager, Jennifer & Smith, Stephanie & Wydick, Bruce, 2022. "Identifying psychological trauma among Syrian refugee children for early intervention: Analyzing digitized drawings using machine learning," Journal of Development Economics, Elsevier, vol. 156(C).
    226. Florian Gunsilius & Susanne M. Schennach, 2019. "Independent nonlinear component analysis," CeMMAP working papers CWP46/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    227. Ya Chen & Mike Tsionas & Valentin Zelenyuk, 2020. "LASSO DEA for small and big data," CEPA Working Papers Series WP022020, School of Economics, University of Queensland, Australia.

  11. Guido Imbens & Stefan Wager, 2019. "Optimized Regression Discontinuity Designs," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 264-278, May.

    Cited by:

    1. Yusuke Narita & Kohei Yata, 2021. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Cowles Foundation Discussion Papers 2283, Cowles Foundation for Research in Economics, Yale University.
    2. Christina Korting & Carl Lieberman & Jordan Matsudaira & Zhuan Pei & Yi Shen, 2020. "Visual Inference and Graphical Representation in Regression Discontinuity Designs," Working Papers 638, Princeton University, Department of Economics, Industrial Relations Section..
    3. Paul Goldsmith-Pinkham & Karen Jiang & Zirui Song & Jacob Wallace, 2022. "Measuring Changes in Disparity Gaps: An Application to Health Insurance," AEA Papers and Proceedings, American Economic Association, vol. 112, pages 356-360, May.
    4. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    5. Yang He & Otávio Bartalotti, 2020. "Wild bootstrap for fuzzy regression discontinuity designs: obtaining robust bias-corrected confidence intervals [Using Maimonides’ rule to estimate the effect of class size on scholastic achievemen," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 211-231.
    6. Yi Zhang & Eli Ben-Michael & Kosuke Imai, 2022. "Safe Policy Learning under Regression Discontinuity Designs with Multiple Cutoffs," Papers 2208.13323, arXiv.org, revised Jul 2023.
    7. Koohyun Kwon & Soonwoo Kwon, 2020. "Inference in Regression Discontinuity Designs under Monotonicity," Papers 2011.14216, arXiv.org.
    8. Timothy B. Armstrong & Michal Kolesár & Soonwoo Kwon, 2020. "Bias-Aware Inference in Regularized Regression Models," Working Papers 2020-2, Princeton University. Economics Department..
    9. Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
    10. Atı̇la Abdulkadı̇roğlu & Joshua D. Angrist & Yusuke Narita & Parag Pathak, 2022. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Econometrica, Econometric Society, vol. 90(1), pages 117-151, January.
    11. Karin Edmark & Lovisa Persson, 2020. "The Impact of Attending an Independent Upper Secondary School: Evidence from Sweden Using School Ranking Data," CESifo Working Paper Series 8680, CESifo.
    12. Juan F. Vargas & Miguel E. Purroy & Felipe Coy & Sergio Perilla & Mounu Prem, 2023. "Fear to Vote Explosions, Salience, and Elections," Documentos de Trabajo 20801, Universidad del Rosario.
    13. Melser, Daniel & Moallemi, Morteza & Kim, Jun Sung, 2021. "Preferences for single-sex schools: Evidence from the housing market," Journal of Economic Behavior & Organization, Elsevier, vol. 189(C), pages 710-726.
    14. Myoung-Jae Lee & Hyae-Chong Shim & Sang Soo Park, 2023. "Regression Discontinuity with Integer Score and Non-Integer Cutoff," Korean Economic Review, Korean Economic Association, vol. 39, pages 73-101.
    15. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
    16. Adam C. Sales & Ben B. Hansen, 2020. "Limitless Regression Discontinuity," Journal of Educational and Behavioral Statistics, , vol. 45(2), pages 143-174, April.
    17. Yiqi Liu & Yuan Qi, 2023. "Using Forests in Multivariate Regression Discontinuity Designs," Papers 2303.11721, arXiv.org.
    18. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    19. Dan M. Kluger & Art B. Owen, 2021. "Kernel regression analysis of tie-breaker designs," Papers 2101.09605, arXiv.org, revised Jan 2023.
    20. Kohei Yata, 2021. "Optimal Decision Rules Under Partial Identification," Papers 2111.04926, arXiv.org, revised Aug 2023.
    21. Kikuta,Kyosuke & Uesugi.Mamoru, 2022. "Do politically irrelevant events cause conflict? the cross-continental effects of European professional football on protests in Africa," IDE Discussion Papers 866, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    22. Dean Eckles & Nikolaos Ignatiadis & Stefan Wager & Han Wu, 2020. "Noise-Induced Randomization in Regression Discontinuity Designs," Papers 2004.09458, arXiv.org, revised Nov 2023.
    23. Vargas, Juan F. & Purroy, Miguel E. & Coy, Felipe & Perilla, Sergio & Prem, Mounu, 2022. "Do explosions shape voting behavior?," SocArXiv dw9vn, Center for Open Science.
    24. Kikuta, Kyosuke & Uesugi, Mamoru, 2023. "Do Politically Irrelevant Events Cause Conflict? The Cross-continental Effects of European Professional Football on Protests in Africa," International Organization, Cambridge University Press, vol. 77(1), pages 179-216, January.
    25. Federico Crippa, 2024. "Manipulation Test for Multidimensional RDD," Papers 2402.10836, arXiv.org.
    26. Yingying Dong & Michal Kolesár, 2023. "When can we ignore measurement error in the running variable?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 735-750, August.

  12. Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 65-70, May.
    See citations under working paper version above.
  13. Susan Athey & Dean Eckles & Guido W. Imbens, 2018. "Exact p-Values for Network Interference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(521), pages 230-240, January.
    See citations under working paper version above.
  14. Daniel J. Benjamin & James O. Berger & Magnus Johannesson & Brian A. Nosek & E.-J. Wagenmakers & Richard Berk & Kenneth A. Bollen & Björn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Chr, 2018. "Redefine statistical significance," Nature Human Behaviour, Nature, vol. 2(1), pages 6-10, January.
    • Daniel Benjamin & James Berger & Magnus Johannesson & Brian Nosek & E. Wagenmakers & Richard Berk & Kenneth Bollen & Bjorn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Christopher Chambe, 2017. "Redefine Statistical Significance," Artefactual Field Experiments 00612, The Field Experiments Website.
    See citations under working paper version above.
  15. Susan Athey & Guido W. Imbens & Stefan Wager, 2018. "Approximate residual balancing: debiased inference of average treatment effects in high dimensions," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 80(4), pages 597-623, September.
    See citations under working paper version above.
  16. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    See citations under working paper version above.
  17. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," American Economic Review, American Economic Association, vol. 107(5), pages 278-281, May.
    See citations under working paper version above.
  18. Shu Yang & Guido W. Imbens & Zhanglin Cui & Douglas E. Faries & Zbigniew Kadziola, 2016. "Propensity score matching and subclassification in observational studies with multi‐level treatments," Biometrics, The International Biometric Society, vol. 72(4), pages 1055-1065, December.
    See citations under working paper version above.
  19. Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
    See citations under working paper version above.
  20. Guido W. Imbens & Michal Kolesár, 2016. "Robust Standard Errors in Small Samples: Some Practical Advice," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 701-712, October.
    See citations under working paper version above.
  21. Susan Athey & Guido Imbens, 2015. "A Measure of Robustness to Misspecification," American Economic Review, American Economic Association, vol. 105(5), pages 476-480, May.

    Cited by:

    1. Peter G. Backus & Nicky L. Grant, 2019. "How sensitive is the average taxpayer to changes in the tax-price of giving?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 26(2), pages 317-356, April.
    2. Peter Backus & Maria Cubel & Matej Guid & Santiago Sánchez‐Pagés & Enrique López Mañas, 2023. "Gender, competition, and performance: Evidence from chess players," Quantitative Economics, Econometric Society, vol. 14(1), pages 349-380, January.
    3. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    4. Byunghoon Kang, 2017. "Inference in Nonparametric Series Estimation with Data-Dependent Undersmoothing," Working Papers 170712442, Lancaster University Management School, Economics Department.
    5. Peter Backus & Maria Cubel & Matej Guid & Santiago Sanchez-Pages & Enrique Lopez Manas, 2016. "Gender, Competition and Performance: Evidence from Real Tournaments," Economics Discussion Paper Series 1605, Economics, The University of Manchester.
    6. Akash Malhotra, 2018. "A hybrid econometric-machine learning approach for relative importance analysis: Prioritizing food policy," Papers 1806.04517, arXiv.org, revised Aug 2020.
    7. Dreber, Anna & Johannesson, Magnus, 2023. "A framework for evaluating reproducibility and replicability in economics," I4R Discussion Paper Series 38, The Institute for Replication (I4R).
    8. Thorsten Sellhorn, 2020. "Machine Learning und empirische Rechnungslegungsforschung: Einige Erkenntnisse und offene Fragen [Machine Learning and Empirical Accounting Research: Some Findings and Open Questions]," Schmalenbach Journal of Business Research, Springer, vol. 72(1), pages 49-69, March.
    9. Jason M. Rathje & Riitta Katila, 2021. "Enabling Technologies and the Role of Private Firms: A Machine Learning Matching Analysis," Strategy Science, INFORMS, vol. 6(1), pages 5-21, March.
    10. Furno, Marilena, 2021. "The synthetic control approach: Multivalued treatments at the quantiles," Research in Economics, Elsevier, vol. 75(1), pages 7-20.
    11. Mullally, Conner & Chakravarty, Shourish, 2018. "Are Matching Funds for Smallholder Irrigation Money Well Spent?," SocArXiv x5vmz, Center for Open Science.
    12. Zhang, Chi & Managi, Shunsuke, 2020. "Functional social support and maternal stress: A study on the 2017 paid parental leave reform in Japan," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 153-172.
    13. Akash Malhotra, 2021. "A hybrid econometric–machine learning approach for relative importance analysis: prioritizing food policy," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 11(3), pages 549-581, September.
    14. Christoph Semken & David Rossell, 2022. "Specification analysis for technology use and teenager well‐being: Statistical validity and a Bayesian proposal," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 71(5), pages 1330-1355, November.
    15. Masahiro Kato & Hikaru Kawarazaki, 2019. "Model Specification Test with Unlabeled Data: Approach from Covariate Shift," Papers 1911.00688, arXiv.org, revised Feb 2020.
    16. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    17. Franziska Bremus & Tatsiana Kliatskova, 2018. "Legal Harmonization, Institutional Quality, and Countries' External Positions: A Sectoral Analysis," Discussion Papers of DIW Berlin 1768, DIW Berlin, German Institute for Economic Research.
    18. Bremus, Franziska & Kliatskova, Tatsiana, 2020. "Legal harmonization, institutional quality, and countries’ external positions: A sectoral analysis," Journal of International Money and Finance, Elsevier, vol. 107(C).
    19. Bremus, Franziska & Kliatskova, Tatsiana, 2020. "Legal harmonization, institutional quality, and countries’ external positions: A sectoral analysis," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 107.

  22. Michal Kolesár & Raj Chetty & John Friedman & Edward Glaeser & Guido W. Imbens, 2015. "Identification and Inference With Many Invalid Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(4), pages 474-484, October.
    See citations under working paper version above.
  23. Guido W. Imbens, 2015. "Matching Methods in Practice: Three Examples," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
    See citations under working paper version above.
  24. Alberto Abadie & Guido W. Imbens & Fanyin Zheng, 2014. "Inference for Misspecified Models With Fixed Regressors," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(508), pages 1601-1614, December.

    Cited by:

    1. Isaiah Andrews & Jonathan Roth & Ariel Pakes, 2023. "Inference for Linear Conditional Moment Inequalities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(6), pages 2763-2791.
    2. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Feb 2024.
    3. Belloni, Alexandre & Chen, Mingli & Chernozhukov, Victor, 2016. "Quantile Graphical Models : Prediction and Conditional Independence with Applications to Financial Risk Management," Economic Research Papers 269321, University of Warwick - Department of Economics.
    4. Matias Cattaneo & Michael Jansson & Whitney K. Newey, 2017. "Inference in linear regression models with many covariates and heteroskedasticity," CeMMAP working papers CWP03/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Timothy B. Armstrong & Michal Koles�r, 2016. "Simple and Honest Confidence Intervals in Nonparametric Regression," Cowles Foundation Discussion Papers 2044R2, Cowles Foundation for Research in Economics, Yale University, revised Mar 2018.
    6. Alexandre Belloni & Mingli Chen & Victor Chernozhukov, 2016. "Quantile Graphical Models: Prediction and Conditional Independence with Applications to Systemic Risk," Papers 1607.00286, arXiv.org, revised Oct 2019.
    7. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.
    8. Timothy B. Armstrong & Michal Koles'ar, 2017. "Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness," Papers 1712.04594, arXiv.org, revised Jan 2021.
    9. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2017. "Sampling-based vs. Design-based Uncertainty in Regression Analysis," Papers 1706.01778, arXiv.org, revised Jun 2019.
    10. Kirill S. Evdokimov & Michal Kolesár, 2018. "Inference in Instrumental Variable Regression Analysis with Heterogeneous Treatment Effects," Working Papers 2018-16, Princeton University. Economics Department..
    11. Claudia Noack & Tomasz Olma & Christoph Rothe, 2021. "Flexible Covariate Adjustments in Regression Discontinuity Designs," Papers 2107.07942, arXiv.org, revised May 2023.
    12. Michal Kolesár & Christoph Rothe, 2018. "Inference in Regression Discontinuity Designs with a Discrete Running Variable," American Economic Review, American Economic Association, vol. 108(8), pages 2277-2304, August.
    13. Max Cytrynbaum, 2021. "Optimal Stratification of Survey Experiments," Papers 2111.08157, arXiv.org, revised Aug 2023.
    14. Cladia Noack & Chistoph Rothe, 2023. "Donut Regression Discontinuity Designs," Papers 2308.14464, arXiv.org.

  25. Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2014. "Complementarity and aggregate implications of assortative matching: A nonparametric analysis," Quantitative Economics, Econometric Society, vol. 5, pages 29-66, March.
    See citations under working paper version above.
  26. Paul Goldsmith-Pinkham & Guido W. Imbens, 2013. "Social Networks and the Identification of Peer Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 253-264, July.

    Cited by:

    1. AMBA OYON, Claude Marius & Mbratana, Taoufiki, 2017. "Simultaneous equation models with spatially autocorrelated error components," MPRA Paper 82395, University Library of Munich, Germany.
    2. Yingyao Hu & Zhongjian Lin, 2018. "Misclassification and the hidden silent rivalry," CeMMAP working papers CWP12/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    3. Luis E. Candelaria, 2020. "A Semiparametric Network Formation Model with Unobserved Linear Heterogeneity," Papers 2007.05403, arXiv.org, revised Aug 2020.
    4. Candelaria, Luis E., 2020. "A Semiparametric Network Formation Model with Unobserved Linear Heterogeneity," The Warwick Economics Research Paper Series (TWERPS) 1279, University of Warwick, Department of Economics.
    5. Patacchini, Eleonora & Battaglini, Marco & Rainone, Edoardo, 2019. "Endogenous Social Connections in Legislatures," CEPR Discussion Papers 13845, C.E.P.R. Discussion Papers.
    6. Jason Fletcher & Stephen Ross & Yuxiu Zhang, 2019. "The Consequences of Friendships: Evidence on the Effect of Social Relationships in School on Academic Achievement," Working Papers 2019-043, Human Capital and Economic Opportunity Working Group.
    7. Bernard Fortin & Myra Yazbeck, 2011. "Peer Effects, Fast Food Consumption and Adolescent Weight Gain," CIRANO Working Papers 2011s-20, CIRANO.
    8. Patacchini, Eleonora & Venanzoni, Giuseppe, 2014. "Peer effects in the demand for housing quality," Journal of Urban Economics, Elsevier, vol. 83(C), pages 6-17.
    9. Angelo Mele & Lingxin Hao & Joshua Cape & Carey E. Priebe, 2019. "Spectral inference for large Stochastic Blockmodels with nodal covariates," Papers 1908.06438, arXiv.org, revised Mar 2021.
    10. Chung, Bobby W., 2020. "Peers’ parents and educational attainment: The exposure effect," Labour Economics, Elsevier, vol. 64(C).
    11. Julie Beugnot & Bernard Fortin & Guy Lacroix & Marie Claire Villeval, 2014. "Social network and peer effects at work," Post-Print halshs-00949157, HAL.
    12. Samuel Bazzi & Amalavoyal V. Chari & Shanthi Nataraj & Alexander D. Rothenberg, 2017. "Identifying Productivity Spillovers Using the Structure of Production Networks," Working Papers WR-1182, RAND Corporation.
    13. Chih‐Sheng Hsieh & Xu Lin, 2021. "Social interactions and social preferences in social networks," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(2), pages 165-189, March.
    14. Yannis Ioannides, 2015. "Endogenous Social Networks and Inequality in an Intergenerational Setting," Discussion Papers Series, Department of Economics, Tufts University 0814, Department of Economics, Tufts University.
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    4. DiTraglia, Francis J., 2016. "Using invalid instruments on purpose: Focused moment selection and averaging for GMM," Journal of Econometrics, Elsevier, vol. 195(2), pages 187-208.
    5. Firpo, Sergio & Galvao, Antonio F. & Pinto, Cristine & Poirier, Alexandre & Sanroman, Graciela, 2022. "GMM quantile regression," Journal of Econometrics, Elsevier, vol. 230(2), pages 432-452.
    6. Sébastien Mary & Kelsey Shaw & Sergio Gomez y Paloma, 2019. "Does the sectoral composition of growth affect child stunting reductions?," Development Policy Review, Overseas Development Institute, vol. 37(2), pages 225-244, March.
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    19. Nguyen, Canh Phuc, 2021. "Gender equality and economic complexity," Economic Systems, Elsevier, vol. 45(4).
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    22. Parente, Paulo M.D.C. & Smith, Richard J., 2017. "Tests of additional conditional moment restrictions," Journal of Econometrics, Elsevier, vol. 200(1), pages 1-16.
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    24. Shantanu Gupta & Zachary C. Lipton & David Childers, 2021. "Efficient Online Estimation of Causal Effects by Deciding What to Observe," Papers 2108.09265, arXiv.org, revised Oct 2021.
    25. Hristache, Marian & Patilea, Valentin, 2021. "Equivalent models for observables under the assumption of missing at random," Econometrics and Statistics, Elsevier, vol. 20(C), pages 153-165.
    26. Varvara Isyuk, 2014. "Resuming bank lending in the aftermath of the Capital Purchase Program," Post-Print halshs-01093414, HAL.
    27. Sébastien Mary & Avraham Stoler, 2021. "Does agricultural trade liberalization increase obesity in developing countries?," Review of Development Economics, Wiley Blackwell, vol. 25(3), pages 1326-1350, August.
    28. Richard Ashley & Christopher Parmeter, 2015. "Sensitivity analysis for inference in 2SLS/GMM estimation with possibly flawed instruments," Empirical Economics, Springer, vol. 49(4), pages 1153-1171, December.
    29. Francis J. DiTraglia, 2011. "Using Invalid Instruments on Purpose: Focused Moment Selection and Averaging for GMM, Second Version," PIER Working Paper Archive 14-045, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 09 Dec 2014.
    30. Francis DiTraglia, 2011. "Using Invalid Instruments on Purpose: Focused Moment Selection and Averaging for GMM, Second Version," PIER Working Paper Archive 15-027, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 10 Aug 2015.
    31. Sébastien Mary, 2018. "How Much Does Economic Growth Contribute to Child Stunting Reductions?," Economies, MDPI, vol. 6(4), pages 1-18, October.
    32. Yves G. Berger, 2023. "Unconditional empirical likelihood approach for analytic use of public survey data," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 50(1), pages 383-410, March.
    33. Cho, Hyunkeun, 2016. "The analysis of multivariate longitudinal data using multivariate marginal models," Journal of Multivariate Analysis, Elsevier, vol. 143(C), pages 481-491.
    34. Mary, Sebastien & Shaw, Kelsey & Colen, Liesbeth & Gomez y Paloma, Sergio, 2020. "Does agricultural aid reduce child stunting?," World Development, Elsevier, vol. 130(C).
    35. Christopher Conlon & Jeff Gortmaker, 2020. "Best practices for differentiated products demand estimation with PyBLP," RAND Journal of Economics, RAND Corporation, vol. 51(4), pages 1108-1161, December.
    36. Byunghoon Kang, 2018. "Higher Order Approximation of IV Estimators with Invalid Instruments," Working Papers 257105320, Lancaster University Management School, Economics Department.
    37. Mary, Sébastien, 2018. "Does Agricultural (Food) Trade Openness Reduce Child Stunting?," 2018 Annual Meeting, August 5-7, Washington, D.C. 274282, Agricultural and Applied Economics Association.
    38. Victor Chernozhukov & Iv'an Fern'andez-Val & Chen Huang & Weining Wang, 2024. "Arellano-Bond LASSO Estimator for Dynamic Linear Panel Models," Papers 2402.00584, arXiv.org.
    39. Kuersteiner, Guido M., 2012. "Kernel-weighted GMM estimators for linear time series models," Journal of Econometrics, Elsevier, vol. 170(2), pages 399-421.
    40. Enrico De Monte & Anne-Laure Levet, 2019. "Productivity Dynamics in French Woodworking Industries," Working Papers of BETA 2019-45, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    41. Kun Xu & Yanyuan Ma & Liqun Wang, 2015. "Instrument Assisted Regression for Errors in Variables Models with Binary Response," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 42(1), pages 104-117, March.
    42. Yoonseok Lee & Yu Zhou, 2015. "Averaged Instrumental Variables Estimators," Center for Policy Research Working Papers 180, Center for Policy Research, Maxwell School, Syracuse University.
    43. Berger, Yves G. & Patilea, Valentin, 2022. "A semi-parametric empirical likelihood approach for conditional estimating equations under endogenous selection," Econometrics and Statistics, Elsevier, vol. 24(C), pages 151-163.
    44. Xu Cheng & Zhipeng Liao, 2012. "Select the Valid and Relevant Moments: A One-Step Procedure for GMM with Many Moments," PIER Working Paper Archive 12-045, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.

  33. Guido W. Imbens & Whitney K. Newey, 2009. "Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity," Econometrica, Econometric Society, vol. 77(5), pages 1481-1512, September.
    See citations under working paper version above.
  34. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    See citations under working paper version above.
  35. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2009. "Dealing with limited overlap in estimation of average treatment effects," Biometrika, Biometrika Trust, vol. 96(1), pages 187-199.
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  36. Imbens, Guido & Lemieux, Thomas, 2008. "Special issue editors' introduction: The regression discontinuity design--Theory and applications," Journal of Econometrics, Elsevier, vol. 142(2), pages 611-614, February.

    Cited by:

    1. Nishijima, Marislei & Ellis, Randall P. & Cati, Regina C., 2022. "Primary healthcare effects of a well-designed anti-corruption program," World Development Perspectives, Elsevier, vol. 25(C).
    2. Pedro Carneiro & Katrine Loken & Kjell G. Salvanes, 2010. "A flying start? Long term consequences of maternal time investments in children during their first year of life," CeMMAP working papers CWP38/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    3. Chiang, Harold D. & Hsu, Yu-Chin & Sasaki, Yuya, 2019. "Robust uniform inference for quantile treatment effects in regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 211(2), pages 589-618.
    4. Carneiro, Pedro & Loken, Katrine Vellesen & Salvanes, Kjell G., 2011. "A Flying Start? Maternity Leave Benefits and Long Run Outcomes of Children," IZA Discussion Papers 5793, Institute of Labor Economics (IZA).
    5. Vincent J. Shea & Kevin E. Dow & Alain Yee-Loong Chong & Eric W. T. Ngai, 2019. "An examination of the long-term business value of investments in information technology," Information Systems Frontiers, Springer, vol. 21(1), pages 213-227, February.
    6. Tanaka, Shinsuke, 2020. "When tax incentives drive illicit behavior: The manipulation of fuel economy in the automobile industry," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    7. Chiang, Harold D. & Sasaki, Yuya, 2019. "Causal inference by quantile regression kink designs," Journal of Econometrics, Elsevier, vol. 210(2), pages 405-433.
    8. Hua Cheng & Shiqian Huang & Yinhong Yu & Zhiying Zhang & Meifen Jiang, 2023. "The 2011 Collaborative Innovation Plan, University-Industry Collaboration and Achievement Transformation of Universities: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1249-1274, June.
    9. Guido W. Imbens, 2010. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 399-423, June.
    10. Daniel Zaga, 2014. "The Impact of Three Mexican Nutritional Programs: The Case of Dif-Puebla," CFD Working Papers 09-2015, Centre for Finance and Development, The Graduate Institute.
    11. Daniel Höhmann, 2017. "The effect of legislature size on public spending: evidence from a regression discontinuity design," Public Choice, Springer, vol. 173(3), pages 345-367, December.
    12. Rieck, Karsten Marshall Elseth, 2012. "Does Child Care Affect Parents’ Sickness Absence? Evidence From A Norwegian Paternity Leave Reform," Working Papers in Economics 14/12, University of Bergen, Department of Economics.
    13. Vincent J. Shea & Kevin E. Dow & Alain Yee-Loong Chong & Eric W. T. Ngai, 0. "An examination of the long-term business value of investments in information technology," Information Systems Frontiers, Springer, vol. 0, pages 1-15.
    14. Timothy P. Derdenger, 2018. "Examining the impact of celebrity endorsements across consumer segments: an empirical study of Tiger Woods’ endorsement effect on golf equipment," Marketing Letters, Springer, vol. 29(2), pages 123-136, June.

  37. Alberto Abadie & Guido W. Imbens, 2008. "On the Failure of the Bootstrap for Matching Estimators," Econometrica, Econometric Society, vol. 76(6), pages 1537-1557, November.
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  38. Alberto Abadie & Guido W. Imbens, 2008. "Estimation of the Conditional Variance in Paired Experiments," Annals of Economics and Statistics, GENES, issue 91-92, pages 175-187.

    Cited by:

    1. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 767-779, April.
    2. Cl'ement de Chaisemartin & Jaime Ramirez-Cuellar, 2019. "At What Level Should One Cluster Standard Errors in Paired and Small-Strata Experiments?," Papers 1906.00288, arXiv.org, revised Jun 2023.
    3. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.
    4. Nicole E. Pashley & Luke W. Miratrix, 2021. "Insights on Variance Estimation for Blocked and Matched Pairs Designs," Journal of Educational and Behavioral Statistics, , vol. 46(3), pages 271-296, June.
    5. Timothy B. Armstrong & Michal Koles'ar, 2017. "Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness," Papers 1712.04594, arXiv.org, revised Jan 2021.
    6. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2017. "Sampling-based vs. Design-based Uncertainty in Regression Analysis," Papers 1706.01778, arXiv.org, revised Jun 2019.
    7. Max Cytrynbaum, 2023. "Covariate Adjustment in Stratified Experiments," Papers 2302.03687, arXiv.org, revised Sep 2023.
    8. Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020. "Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs [Econometric methods for program evaluation]," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
    9. Yuehao Bai, 2022. "Optimality of Matched-Pair Designs in Randomized Controlled Trials," Papers 2206.07845, arXiv.org.
    10. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "Coverage Error Optimal Confidence Intervals for Local Polynomial Regression," Papers 1808.01398, arXiv.org, revised Jul 2021.

  39. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2008. "Nonparametric Tests for Treatment Effect Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 389-405, August.
    See citations under working paper version above.
  40. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    See citations under working paper version above.
  41. Chernozhukov, Victor & Imbens, Guido W. & Newey, Whitney K., 2007. "Instrumental variable estimation of nonseparable models," Journal of Econometrics, Elsevier, vol. 139(1), pages 4-14, July.

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    1. Xiaohong Chen & Demian Pouzo, 2013. "Sieve Quasi Likelihood Ratio Inference on Semi/nonparametric Conditional Moment Models," Cowles Foundation Discussion Papers 1897, Cowles Foundation for Research in Economics, Yale University.
    2. Depalo, D.;, 2019. "Explaining the causal effect of adherence to medication on cholesterol through the marginal patient," Health, Econometrics and Data Group (HEDG) Working Papers 19/13, HEDG, c/o Department of Economics, University of York.
    3. Stefan Hoderlein & Yuya Sasaki, 2013. "Outcome Conditioned Treatment Effects," Boston College Working Papers in Economics 840, Boston College Department of Economics.
    4. Xiaohong Chen & Andres Santos, 2015. "Overidentification in Regular Models," Cowles Foundation Discussion Papers 1999, Cowles Foundation for Research in Economics, Yale University.
    5. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
    6. Yingyao Hu & Susanne M. Schennach, 2008. "Instrumental Variable Treatment of Nonclassical Measurement Error Models," Econometrica, Econometric Society, vol. 76(1), pages 195-216, January.
    7. Horowitz, Joel L. & Lee, Sokbae, 2012. "Uniform confidence bands for functions estimated nonparametrically with instrumental variables," Journal of Econometrics, Elsevier, vol. 168(2), pages 175-188.
    8. Horowitz, Joel L. & Lee, Sokbae, 2009. "Testing a parametric quantile-regression model with an endogenous explanatory variable against a nonparametric alternative," Journal of Econometrics, Elsevier, vol. 152(2), pages 141-152, October.
    9. Tae-Hwan Kim & Christophe Muller, 2020. "Inconsistency transmission and variance reduction in two-stage quantile regression," Post-Print hal-02084505, HAL.
    10. Xiaohong Chen & Demian Pouzo, 2009. "Efficient estimation of semiparametric conditional moment models with possibly nonsmooth residuals," CeMMAP working papers CWP20/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    11. Andrew Chesher, 2007. "Endogeneity and discrete outcomes," CeMMAP working papers CWP05/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    12. Schennach, Susanne & White, Halbert & Chalak, Karim, 2012. "Local indirect least squares and average marginal effects in nonseparable structural systems," Journal of Econometrics, Elsevier, vol. 166(2), pages 282-302.
    13. Christophe Muller, 2019. "Linear Quantile Regression and Endogeneity Correction," AMSE Working Papers 1920, Aix-Marseille School of Economics, France.
    14. Sasaki, Yuya, 2015. "What Do Quantile Regressions Identify For General Structural Functions?," Econometric Theory, Cambridge University Press, vol. 31(5), pages 1102-1116, October.
    15. Andrews, Donald W.K., 2017. "Examples of L2-complete and boundedly-complete distributions," Journal of Econometrics, Elsevier, vol. 199(2), pages 213-220.
    16. Xiaohong Chen & Markus Reiss, 2007. "On Rate Optimality for Ill-posed Inverse Problems in Econometrics," Cowles Foundation Discussion Papers 1626, Cowles Foundation for Research in Economics, Yale University.
    17. Xiaohong Chen & Victor Chernozhukov & Sokbae Lee & Whitney Newey, 2011. "Local Identification of Nonparametric and Semiparametric Models," Cowles Foundation Discussion Papers 1795R, Cowles Foundation for Research in Economics, Yale University, revised Nov 2012.
    18. Chiappori, Pierre-Andre & Komunjer, Ivana, 2008. "Correct Specification and Identification of Nonparametric Transformation Models," University of California at San Diego, Economics Working Paper Series qt4v12m2rg, Department of Economics, UC San Diego.
    19. Chernozhukov, Victor & Hansen, Christian & Jansson, Michael, 2009. "Finite sample inference for quantile regression models," Journal of Econometrics, Elsevier, vol. 152(2), pages 93-103, October.
    20. Muller, Christophe, 2018. "Heterogeneity and nonconstant effect in two-stage quantile regression," Econometrics and Statistics, Elsevier, vol. 8(C), pages 3-12.
    21. Andrew Chesher, 2008. "Instrumental variable models for discrete outcomes," CeMMAP working papers CWP30/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    22. Xiaohong Chen & Demian Pouzo, 2012. "Estimation of Nonparametric Conditional Moment Models With Possibly Nonsmooth Generalized Residuals," Econometrica, Econometric Society, vol. 80(1), pages 277-321, January.
    23. An, Yonghong & Hu, Yingyao & Liu, Pengfei, 2018. "Estimating heterogeneous contributing strategies in threshold public goods provision: A structural analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 152(C), pages 124-146.
    24. Kaspar W thrich, 2014. "A Comparison of two Quantile Models with Endogeneity," Diskussionsschriften dp1408, Universitaet Bern, Departement Volkswirtschaft.
    25. Yingying DONG & Ying-Ying LEE & Michael GOU, 2019. "Regression Discontinuity Designs with a Continuous Treatment," Discussion papers 19058, Research Institute of Economy, Trade and Industry (RIETI).
    26. Jin Li & Ye Luo & Xiaowei Zhang, 2021. "Causal Reinforcement Learning: An Instrumental Variable Approach," Papers 2103.04021, arXiv.org, revised Sep 2022.
    27. Liao, Yuan & Jiang, Wenxin, 2011. "Posterior consistency of nonparametric conditional moment restricted models," MPRA Paper 38700, University Library of Munich, Germany.
    28. Xiaohong Chen & Demian Pouzo, 2014. "Sieve Wald and QLR Inferences on Semi/nonparametric Conditional Moment Models," Papers 1411.1144, arXiv.org, revised Mar 2015.
    29. Andrii Babii & Jean-Pierre Florens, 2017. "Are Unobservables Separable?," Papers 1705.01654, arXiv.org, revised Mar 2021.
    30. Gagliardini, Patrick & Scaillet, Olivier, 2012. "Tikhonov regularization for nonparametric instrumental variable estimators," Journal of Econometrics, Elsevier, vol. 167(1), pages 61-75.
    31. Fève, Frédérique & Florens, Jean-Pierre, 2014. "Iterative algorithm for non parametric estimation of the instrumental variables quantiles," Economics Letters, Elsevier, vol. 123(3), pages 300-304.
    32. Christos Kollias & Suzanna Maria Paleologou & Panayiotis Tzeremes & Nickolaos Tzeremes, 2018. "The demand for military spending in Latin American countries," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 27(1), pages 1-17, December.
    33. Victor Chernozhukov & Juan Carlos Escanciano & Hidehiko Ichimura & Whitney K. Newey & James M. Robins, 2022. "Locally Robust Semiparametric Estimation," Econometrica, Econometric Society, vol. 90(4), pages 1501-1535, July.
    34. Schennach, Susanne M., 2008. "Quantile Regression With Mismeasured Covariates," Econometric Theory, Cambridge University Press, vol. 24(4), pages 1010-1043, August.
    35. Xiaohong Chen & Demian Pouzo & James L. Powell, 2019. "Penalized Sieve GEL for Weighted Average Derivatives of Nonparametric Quantile IV Regressions," Papers 1902.10100, arXiv.org.
    36. Pierre-Andre Chiappori & Ivana Komunjer & Dennis Kristensen, 2011. "Nonparametric Identification and Estimation of Transformation Models," CAM Working Papers 2011-01, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
    37. Liu, Chu-An & Tao, Jing, 2016. "Model selection and model averaging in nonparametric instrumental variables models," MPRA Paper 69492, University Library of Munich, Germany.
    38. Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2019. "Non-separable models with high-dimensional data," Journal of Econometrics, Elsevier, vol. 212(2), pages 646-677.
    39. Caetano, Carolina & Rothe, Christoph & Yıldız, Neşe, 2016. "A discontinuity test for identification in triangular nonseparable models," Journal of Econometrics, Elsevier, vol. 193(1), pages 113-122.
    40. Komunjer, Ivana, 2007. "Global Identification In Nonlinear Semiparametric Models," University of California at San Diego, Economics Working Paper Series qt8dk0n386, Department of Economics, UC San Diego.
    41. Carneiro, Pedro & Lee, Sokbae, 2009. "Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality," Journal of Econometrics, Elsevier, vol. 149(2), pages 191-208, April.
    42. Xiaohong Chen & Demian Pouzo, 2014. "Sieve Wald and QLR Inferences on Semi/nonparametric Conditional Moment Models," CeMMAP working papers 38/14, Institute for Fiscal Studies.
    43. Hidehiko Ichimura & Whitney K. Newey, 2017. "The influence function of semiparametric estimators," CeMMAP working papers 06/17, Institute for Fiscal Studies.
    44. Joseph G. Altonji & Hidehiko Ichimura & Taisuke Otsu, 2008. "Estimating Derivatives in Nonseparable Models with Limited Dependent Variables," Cowles Foundation Discussion Papers 1668R, Cowles Foundation for Research in Economics, Yale University, revised May 2011.
    45. Hidehiko Ichimura & Whitney K. Newey, 2015. "The influence function of semiparametric estimators," CeMMAP working papers CWP44/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    46. Victor Chernozhukov & Christian Hansen, 2013. "Quantile models with endogeneity," CeMMAP working papers CWP25/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    47. Andrew Chesher & Adam Rosen, 2013. "Generalized instrumental variable models," CeMMAP working papers CWP43/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    48. Senay Sokullu, 2012. "Nonparametric Analysis of Two-Sided Markets," Bristol Economics Discussion Papers 12/628, School of Economics, University of Bristol, UK.
    49. Jingwen Zhang & Yifang Chen & Amandeep Singh, 2022. "Causal Bandits: Online Decision-Making in Endogenous Settings," Papers 2211.08649, arXiv.org, revised Feb 2023.
    50. Cazals, Catherine & Feve, Frederique & Florens, Jean-Pierre & Simar, Leopold, 2016. "Non Parametric Instrumental Variables Estimation for Efficiency Frontier," LIDAM Reprints ISBA 2016014, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    51. Hiroaki Kaido & Kaspar Wüthrich, 2018. "Decentralization estimators for instrumental variable quantile regression models," CeMMAP working papers CWP72/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    52. Hu, Yingyao & Schennach, Susanne M. & Shiu, Ji-Liang, 2017. "Injectivity of a class of integral operators with compactly supported kernels," Journal of Econometrics, Elsevier, vol. 200(1), pages 48-58.
    53. Dunker, Fabian & Florens, Jean-Pierre & Hohage, Thorsten & Johannes, Jan & Mammen, Enno, 2014. "Iterative estimation of solutions to noisy nonlinear operator equations in nonparametric instrumental regression," LIDAM Reprints ISBA 2014007, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    54. Blundell, Richard & Kristensen, Dennis & Matzkin, Rosa, 2014. "Bounding quantile demand functions using revealed preference inequalities," Journal of Econometrics, Elsevier, vol. 179(2), pages 112-127.
    55. Christoph Breunig, 2016. "Specification Testing in Nonparametric Instrumental Quantile Regression," SFB 649 Discussion Papers SFB649DP2016-032, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    56. Poirier, Alexandre, 2017. "Efficient estimation in models with independence restrictions," Journal of Econometrics, Elsevier, vol. 196(1), pages 1-22.
    57. Susanne M. Schennach & Halbert White & Karim Chalak, 2007. "Estimating average marginal effects in nonseparable structural systems," CeMMAP working papers CWP31/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    58. Yingyao Hu & Ji-Liang Shiu, 2011. "Nonparametric identification using instrumental variables: sufficient conditions for completeness," CeMMAP working papers CWP25/11, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    59. Ian Crawford & Matthew Polisson, 2015. "Demand analysis with partially observed prices," IFS Working Papers W15/16, Institute for Fiscal Studies.
    60. Tae-Hwan Kim & Christophe Muller, 2012. "Bias Transmission and Variance Reduction in Two-Stage Quantile Regression," Working Papers halshs-00793372, HAL.
    61. Chunrong Ai & Xiaohong Chen, 2009. "Semiparametric efficiency bound for models of sequential moment restrictions containing unknown functions," CeMMAP working papers CWP28/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    62. Horowitz, Joel L., 2014. "Adaptive nonparametric instrumental variables estimation: Empirical choice of the regularization parameter," Journal of Econometrics, Elsevier, vol. 180(2), pages 158-173.
    63. Frédérique Fève & Jean-Pierre Florens, 2010. "The practice of non-parametric estimation by solving inverse problems: the example of transformation models," Econometrics Journal, Royal Economic Society, vol. 13(3), pages 1-27, October.
    64. Victor Chernozhukov & Christian Hansen & Kaspar Wuthrich, 2020. "Instrumental Variable Quantile Regression," Papers 2009.00436, arXiv.org.
    65. Koki Fusejima, 2020. "Identification of multi-valued treatment effects with unobserved heterogeneity," Papers 2010.04385, arXiv.org, revised Apr 2023.
    66. Joachim Freyberger & Joel L. Horowitz, 2013. "Identification and shape restrictions in nonparametric instrumental variables estimation," CeMMAP working papers CWP31/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    67. Kasy, Maximilian, "undated". "Instrumental variables with unrestricted heterogeneity and continuous treatment - DON'T CITE! SEE ERRATUM BELOW," Working Paper 33257, Harvard University OpenScholar.
    68. Jinyong Hahn & Geert Ridder, 2011. "Conditional Moment Restrictions and Triangular Simultaneous Equations," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 683-689, May.
    69. Xiaohong Chen & Demian Pouzo, 2008. "Estimation of nonparametric conditional moment models with possibly nonsmooth moments," CeMMAP working papers CWP12/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    70. Giovanni Forchini, 2014. "A General Result on Observational Equivalence in a Class of Nonparametric Structural Equations Models," School of Economics Discussion Papers 0114, School of Economics, University of Surrey.
    71. Giovanni Forchini, 2012. "Structural Equations and Invariance," School of Economics Discussion Papers 0312, School of Economics, University of Surrey.
    72. Jia-Young Michael Fu & Joel L. Horowitz & Matthias Parey, 2015. "Testing exogeneity in nonparametric instrumental variables identified by conditional quantile restrictions," CeMMAP working papers CWP68/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    73. Arthur Lewbel, 2018. "The Identification Zoo - Meanings of Identification in Econometrics," Boston College Working Papers in Economics 957, Boston College Department of Economics, revised 14 Dec 2019.
    74. Xiaohong Chen & Yingyao Hu, 2006. "Identification and Inference of Nonlinear Models Using Two Samples with Arbitrary Measurement Errors," Cowles Foundation Discussion Papers 1590, Cowles Foundation for Research in Economics, Yale University.
    75. Maximilian Kasy, 2014. "Instrumental Variables with Unrestricted Heterogeneity and Continuous Treatment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(4), pages 1614-1636.
    76. Minji Bang & Wayne Yuan Gao & Andrew Postlewaite & Holger Sieg, 2021. "Using Monotonicity Restrictions to Identify Models with Partially Latent Covariates," Papers 2101.05847, arXiv.org, revised Jun 2022.
    77. Joel L. Horowitz, 2013. "Adaptive nonparametric instrumental variables estimation: empirical choice of the regularization parameter," CeMMAP working papers CWP30/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    78. Christoph Breunig, 2019. "Specification Testing in Nonparametric Instrumental Quantile Regression," Papers 1909.10129, arXiv.org.
    79. Kaspar W thrich, 2015. "Semiparametric estimation of quantile treatment effects with endogeneity," Diskussionsschriften dp1509, Universitaet Bern, Departement Volkswirtschaft.
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    7. Dehejia, Rajeev & Pop-Eleches, Cristian & Samii, Cyrus, 2015. "From Local to Global: External Validity in a Fertility Natural Experiment," IZA Discussion Papers 9300, Institute of Labor Economics (IZA).
    8. Laura Abramovsky & Britta Augsburg & Melanie Lührmann & Francisco Oteiza & Juan Pablo Rud, 2018. "Community matters: heterogenous impacts of a sanitation intervention," IFS Working Papers W18/28, Institute for Fiscal Studies.
    9. Timothy B. Armstrong & Shu Shen, 2013. "Inference on Optimal Treatment Assignments," Cowles Foundation Discussion Papers 1927RR, Cowles Foundation for Research in Economics, Yale University, revised Apr 2015.
    10. Hannah Illing & Johannes Schmieder & Simon Trenkle, "undated". "The Gender Gap in Earnings Losses After Job Displacement," CRC TR 224 Discussion Paper Series crctr224_2022_381, University of Bonn and University of Mannheim, Germany.
    11. Grossman, Guy & Humphreys, Macartan & Sacramone-Lutz, Gabriella, 2020. "Information Technology and Political Engagement: Mixed Evidence from Uganda," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 82(4), pages 1321-1336.
    12. Gian Paolo Barbetta & Paolo Canino & Stefano Cima, 2019. "Let’s tweet again? The impact of social networks on literature achievement in high school students: Evidence from a randomized controlled trial," DISCE - Working Papers del Dipartimento di Economia e Finanza def081, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    13. Carlos A. Flores & Oscar A. Mitnik, 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," Working Papers 2010-9, University of Miami, Department of Economics.
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    15. Riener, Gerhard & Schneider, Sebastian & Wagner, Valentin, 2020. "Addressing validity and generalizability concerns in field experiments," DICE Discussion Papers 345, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    16. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 127-234, National Bureau of Economic Research, Inc.
    17. Frederico Finan & Demian Pouzo, 2021. "Reinforcing RCTs with Multiple Priors while Learning about External Validity," Papers 2112.09170, arXiv.org, revised Mar 2023.
    18. Jens Ludwig & Jeffrey R. Kling & Sendhil Mullainathan, 2011. "Mechanism Experiments and Policy Evaluations," NBER Working Papers 17062, National Bureau of Economic Research, Inc.
    19. Pedro H. C. Sant'Anna, 2016. "Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes," Papers 1612.02090, arXiv.org, revised Feb 2020.
    20. Barbara Sianesi, 2016. "‘Randomisation bias’ in the medical literature: a review," IFS Working Papers W16/23, Institute for Fiscal Studies.
    21. Phillip Heiler & Michael C. Knaus, 2021. "Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments," Papers 2110.01427, arXiv.org, revised Aug 2023.
    22. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    23. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program," NBER Working Papers 11939, National Bureau of Economic Research, Inc.
    24. Jeffrey Smith, 2022. "Treatment Effect Heterogeneity," Evaluation Review, , vol. 46(5), pages 652-677, October.
    25. Buhl-Wiggers, Julie & Kerwin, Jason & Muñoz-Morales, Juan S. & Smith, Jeffrey A. & Thornton, Rebecca L., 2020. "Some Children Left Behind: Variation in the Effects of an Educational Intervention," IZA Discussion Papers 13598, Institute of Labor Economics (IZA).
    26. Carlos A. Flores & Oscar A. Mitnik, 2011. "Comparing Treatments across Labor Markets: An Assessment of Nonexperimental Multiple-Treatment Strategies," Working Papers 2011-10, University of Miami, Department of Economics.
    27. Yechan Park & Yuya Sasaki, 2024. "A Bracketing Relationship for Long-Term Policy Evaluation with Combined Experimental and Observational Data," Papers 2401.12050, arXiv.org.
    28. Belot, Michele & James, Jonathan, 2013. "Partner Selection into Policy Relevant Field Experiments," SIRE Discussion Papers 2013-112, Scottish Institute for Research in Economics (SIRE).
    29. Barbara Sianesi, 2013. "Dealing with randomisation bias in a social experiment exploiting the randomisation itself: the case of ERA," IFS Working Papers W13/15, Institute for Fiscal Studies.
    30. Christopher R. Walters, 2015. "Inputs in the Production of Early Childhood Human Capital: Evidence from Head Start," American Economic Journal: Applied Economics, American Economic Association, vol. 7(4), pages 76-102, October.
    31. Akogun, Oladele & Adesina, Adedoyin & Dillon, Andrew & Friedman, Jed & Njobdi, Sani & Serneels, Pieter, 2018. "Robustness and External Validity: What do we Learn from Repeated Study Designs over Time?," 2018 Annual Meeting, August 5-7, Washington, D.C. 274249, Agricultural and Applied Economics Association.
    32. Ashley L. Buchanan & Michael G. Hudgens & Stephen R. Cole & Katie R. Mollan & Paul E. Sax & Eric S. Daar & Adaora A. Adimora & Joseph J. Eron & Michael J. Mugavero, 2018. "Generalizing evidence from randomized trials using inverse probability of sampling weights," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 181(4), pages 1193-1209, October.
    33. Konrad Menzel, 2023. "Transfer Estimates for Causal Effects across Heterogeneous Sites," Papers 2305.01435, arXiv.org, revised Feb 2024.
    34. Daido Kido, 2022. "Distributionally Robust Policy Learning with Wasserstein Distance," Papers 2205.04637, arXiv.org, revised Aug 2022.
    35. Bando, Rosangela & Li, Xia, 2014. "The Effect of In-Service Teacher Training on Student Learning of English as a Second Language," IDB Publications (Working Papers) 6596, Inter-American Development Bank.
    36. Daido Kido, 2023. "Locally Asymptotically Minimax Statistical Treatment Rules Under Partial Identification," Papers 2311.08958, arXiv.org.
    37. Eleanor Jawon Choi & Hyungsik Roger Moon & Geert Ridder, 2019. "Within-District School Lotteries, District Selection, and the Average Partial Effects of School Inputs," Korean Economic Review, Korean Economic Association, vol. 35, pages 275-306.
    38. Deaton, Angus & Cartwright, Nancy, 2018. "Understanding and misunderstanding randomized controlled trials," Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
    39. Gautier, Pieter A. & van der Klaauw, Bas, 2009. "Institutions and labor market outcomes in the Netherlands," Working Paper Series 2009:28, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    40. Andor, Mark Andreas & Gerster, Andreas & Peters, Jörg & Schmidt, Christoph M., 2017. "Social norms and energy conservation beyond the US," Ruhr Economic Papers 714, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    41. Das, Ashis & Friedman, Jed & Kandpal, Eeshani, 2014. "Does involvement of local NGOs enhance public service delivery ? cautionary evidence from a Malaria-prevention evaluation in India," Policy Research Working Paper Series 6931, The World Bank.
    42. Jeffrey Smith & Arthur Sweetman, 2016. "Viewpoint: Estimating the causal effects of policies and programs," Canadian Journal of Economics, Canadian Economics Association, vol. 49(3), pages 871-905, August.
    43. José I. Castillo-Manzano & Antonio Sánchez-Braza, 2011. "An Evaluation of the Establishment of a Taxi Flat Rate from City to Airport: The Case of Seville," Urban Studies, Urban Studies Journal Limited, vol. 48(9), pages 1909-1924, July.
    44. Vivian C. Wong & Peter M. Steiner & Kylie L. Anglin, 2018. "What Can Be Learned From Empirical Evaluations of Nonexperimental Methods?," Evaluation Review, , vol. 42(2), pages 147-175, April.
    45. Takuya Ishihara & Toru Kitagawa, 2021. "Evidence Aggregation for Treatment Choice," Papers 2108.06473, arXiv.org.
    46. John A. List, 2020. "Non est Disputandum de Generalizability? A Glimpse into The External Validity Trial," NBER Working Papers 27535, National Bureau of Economic Research, Inc.
    47. Sookyo Jeong & Hongseok Namkoong, 2020. "Assessing External Validity Over Worst-case Subpopulations," Papers 2007.02411, arXiv.org, revised Feb 2022.
    48. Hunt Allcott, 2012. "Site Selection Bias in Program Evaluation," NBER Working Papers 18373, National Bureau of Economic Research, Inc.
    49. Christian Stetter & Philipp Mennig & Johannes Sauer, 2022. "Using Machine Learning to Identify Heterogeneous Impacts of Agri-Environment Schemes in the EU: A Case Study [The impact of agri-environmental schemes on farm performance in five EU member States: ," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(4), pages 723-759.
    50. Ashis Das & Jed Friedman & Eeshani Kandpal, 2018. "Does involvement of local NGOs enhance public service delivery? Cautionary evidence from a malaria‐prevention program in India," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 172-188, January.
    51. Susan Athey & Raj Chetty & Guido Imbens, 2020. "Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes," Papers 2006.09676, arXiv.org.
    52. Guido W. Imbens, 2010. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 399-423, June.
    53. Castillo-Manzano, José I., 2010. "The city-airport connection in the low-cost carrier era: Implications for urban transport planning," Journal of Air Transport Management, Elsevier, vol. 16(6), pages 295-298.
    54. Isaiah Andrews & Emily Oster, 2017. "A Simple Approximation for Evaluating External Validity Bias," NBER Working Papers 23826, National Bureau of Economic Research, Inc.
    55. Andrews, Isaiah & Oster, Emily, 2019. "A simple approximation for evaluating external validity bias," Economics Letters, Elsevier, vol. 178(C), pages 58-62.
    56. Pearl Judea, 2015. "Generalizing Experimental Findings," Journal of Causal Inference, De Gruyter, vol. 3(2), pages 259-266, September.
    57. Barbara Sianesi, 2014. "Dealing with randomisation bias in a social experiment: the case of ERA," IFS Working Papers W14/10, Institute for Fiscal Studies.
    58. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    59. Lokossou, Jourdain & Arouna, Aminou & Diagne, Aliou & Biaou, Gauthier, 2015. "Gender differential Impact of NERICA adoption on Total Factor Productivity: evidence from Benin Republic," 2015 Conference, August 9-14, 2015, Milan, Italy 212056, International Association of Agricultural Economists.
    60. Benjamin Lu & Eli Ben-Michael & Avi Feller & Luke Miratrix, 2023. "Is It Who You Are or Where You Are? Accounting for Compositional Differences in Cross-Site Treatment Effect Variation," Journal of Educational and Behavioral Statistics, , vol. 48(4), pages 420-453, August.
    61. Paul Hunermund & Elias Bareinboim, 2019. "Causal Inference and Data Fusion in Econometrics," Papers 1912.09104, arXiv.org, revised Mar 2023.
    62. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    63. Rahul Singh, 2020. "Kernel Methods for Unobserved Confounding: Negative Controls, Proxies, and Instruments," Papers 2012.10315, arXiv.org, revised Mar 2023.
    64. Andrew P. Jaciw, 2016. "Assessing the Accuracy of Generalized Inferences From Comparison Group Studies Using a Within-Study Comparison Approach," Evaluation Review, , vol. 40(3), pages 199-240, June.
    65. Rahul Singh & Liyuan Xu & Arthur Gretton, 2020. "Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves," Papers 2010.04855, arXiv.org, revised Oct 2022.
    66. Muller, Seán M., 2020. "The implications of a fundamental contradiction in advocating randomized trials for policy," World Development, Elsevier, vol. 127(C).
    67. Ferraro, Paul J. & Miranda, Juan José, 2013. "Heterogeneous treatment effects and mechanisms in information-based environmental policies: Evidence from a large-scale field experiment," Resource and Energy Economics, Elsevier, vol. 35(3), pages 356-379.
    68. Xinkun Nie & Guido Imbens & Stefan Wager, 2021. "Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations," Papers 2112.04723, arXiv.org.
    69. Yu‐Chin Hsu & Shu Shen, 2021. "Testing monotonicity of conditional treatment effects under regression discontinuity designs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(3), pages 346-366, April.

  48. Guido W. Imbens & Paul R. Rosenbaum, 2005. "Robust, accurate confidence intervals with a weak instrument: quarter of birth and education," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(1), pages 109-126, January.

    Cited by:

    1. Chang, Pao-Li & Lee, Myoung-Jae, 2011. "The WTO trade effect," Journal of International Economics, Elsevier, vol. 85(1), pages 53-71, September.
    2. Siyu Heng & Dylan S. Small & Paul R. Rosenbaum, 2020. "Finding the strength in a weak instrument in a study of cognitive outcomes produced by Catholic high schools," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(3), pages 935-958, June.
    3. Yusuke Narita & Kohei Yata, 2021. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Cowles Foundation Discussion Papers 2283, Cowles Foundation for Research in Economics, Yale University.
    4. Jeffrey Clemens & Benedic Ippolito, 2019. "Uncompensated Care and the Collapse of Hospital Payment Regulation: An Illustration of the Tinbergen Rule," Public Finance Review, , vol. 47(6), pages 1002-1041, November.
    5. Luke Keele & Dylan Small & Richard Grieve, 2017. "Randomization-based instrumental variables methods for binary outcomes with an application to the ‘IMPROVE’ trial," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 180(2), pages 569-586, February.
    6. Jeffrey Clemens & Michael Wither, 2014. "The Minimum Wage and the Great Recession: Evidence of Effects on the Employment and Income Trajectories of Low-Skilled Workers," NBER Working Papers 20724, National Bureau of Economic Research, Inc.
    7. Gyuhyeong Goh & Jisang Yu, 2022. "Causal inference with some invalid instrumental variables: A quasi‐Bayesian approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(6), pages 1432-1451, December.
    8. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2023. "Design-based identification with formula instruments: A review," CeMMAP working papers 12/23, Institute for Fiscal Studies.
    9. Andrews, Donald W.K. & Marmer, Vadim, 2008. "Exactly distribution-free inference in instrumental variables regression with possibly weak instruments," Journal of Econometrics, Elsevier, vol. 142(1), pages 183-200, January.
    10. Jeffrey Clemens, 2019. "Cross‐Country Evidence on Labor Market Institutions and Young Adult Employment through the Financial Crisis," Southern Economic Journal, John Wiley & Sons, vol. 86(2), pages 573-612, October.
    11. Cabus, Sofie J. & De Witte, Kristof, 2011. "Does school time matter?—On the impact of compulsory education age on school dropout," Economics of Education Review, Elsevier, vol. 30(6), pages 1384-1398.
    12. Clemens, Jeffrey, 2017. "Pitfalls in the Development of Falsification Tests: An Illustration from the Recent Minimum Wage Literature," MPRA Paper 80154, University Library of Munich, Germany.
    13. Eduardo Fé & Mario Pezzino, 2015. "On The Local Causal Effects of Retirement on Human Capital," Economics Discussion Paper Series 1508, Economics, The University of Manchester.
    14. Kasey Buckles & Daniel M. Hungerman, 2008. "Season of Birth and Later Outcomes: Old Questions, New Answers," NBER Working Papers 14573, National Bureau of Economic Research, Inc.
    15. BEKKER, Paul A. & LAWFORD, Steve, 2009. "Symmetry-based inference in an instrumental variable setting," LIDAM Reprints CORE 1987, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    16. De Haas, Ralph & Baranov, Victoria & Grosjean, Pauline, 2020. "Male-biased Sex Ratios and Masculinity Norms: Evidence from Australia's Colonial Past," CEPR Discussion Papers 14493, C.E.P.R. Discussion Papers.
    17. Kirill Borusyak & Peter Hull, 2020. "Non-Random Exposure to Exogenous Shocks: Theory and Applications," Working Papers 2020-130, Becker Friedman Institute for Research In Economics.
    18. Eduardo Fé, 2021. "Pension eligibility rules and the local causal effect of retirement on cognitive functioning," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(3), pages 812-841, July.
    19. Myoung-jae Lee & Sang-jun Lee, 2007. "Sensitivity Analysis Of Job-Training Effects On Reemployment For Korean Women," Discussion Paper Series 0720, Institute of Economic Research, Korea University.
    20. Xuran Wang & Yang Jiang & Nancy R. Zhang & Dylan S. Small, 2018. "Sensitivity analysis and power for instrumental variable studies," Biometrics, The International Biometric Society, vol. 74(4), pages 1150-1160, December.
    21. Marcelo Arbex & Justin M. Carre & Shawn N. Geniole & Enlinson Mattos, 2018. "Testosterone, personality traits and tax evasion," Working Papers 1801, University of Windsor, Department of Economics.
    22. Luke Keele & Steve Harris & Samuel D. Pimentel & Richard Grieve, 2020. "Stronger instruments and refined covariate balance in an observational study of the effectiveness of prompt admission to intensive care units," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1501-1521, October.
    23. Xavier D'Haultf{oe}uille & Purevdorj Tuvaandorj, 2022. "A Robust Permutation Test for Subvector Inference in Linear Regressions," Papers 2205.06713, arXiv.org, revised Sep 2023.
    24. Imbens, Guido W., 2014. "Instrumental Variables: An Econometrician's Perspective," IZA Discussion Papers 8048, Institute of Labor Economics (IZA).
    25. Adam C. Sales & Ben B. Hansen, 2020. "Limitless Regression Discontinuity," Journal of Educational and Behavioral Statistics, , vol. 45(2), pages 143-174, April.
    26. Purevdorj Tuvaandorj, 2021. "Robust Permutation Tests in Linear Instrumental Variables Regression," Papers 2111.13774, arXiv.org, revised Jun 2023.
    27. Wang, Wenjie, 2021. "Wild Bootstrap for Instrumental Variables Regression with Weak Instruments and Few Clusters," MPRA Paper 106227, University Library of Munich, Germany.
    28. Jeffrey Clemens & Parker Rogers, 2020. "Demand Shocks, Procurement Policies, and the Nature of Medical Innovation: Evidence from Wartime Prosthetic Device Patents," NBER Working Papers 26679, National Bureau of Economic Research, Inc.
    29. Fan Yang & José R. Zubizarreta & Dylan S. Small & Scott Lorch & Paul R. Rosenbaum, 2014. "Dissonant Conclusions When Testing the Validity of an Instrumental Variable," The American Statistician, Taylor & Francis Journals, vol. 68(4), pages 253-263, November.
    30. Arbex, Marcelo Aarestru & Carré, Justin M. & Geniole, Shawn N. & Mattos, Enlinson, 2018. "Tax evasion, testosterone and personality traits," Textos para discussão 466, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    31. Vladimir Atanasov & Bernard Black, 2021. "The Trouble with Instruments: The Need for Pretreatment Balance in Shock-Based Instrumental Variable Designs," Management Science, INFORMS, vol. 67(2), pages 1270-1302, February.
    32. John J. Donohue & Daniel E. Ho, 2007. "The Impact of Damage Caps on Malpractice Claims: Randomization Inference with Difference‐in‐Differences," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 4(1), pages 69-102, March.
    33. Marinho Bertanha & EunYi Chung, 2021. "Permutation Tests at Nonparametric Rates," Papers 2102.13638, arXiv.org, revised Apr 2022.
    34. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2014. "Finite Population Causal Standard Errors," NBER Working Papers 20325, National Bureau of Economic Research, Inc.
    35. Bo Zhang & Siyu Heng & Emily J. MacKay & Ting Ye, 2022. "Bridging preference‐based instrumental variable studies and cluster‐randomized encouragement experiments: Study design, noncompliance, and average cluster effect ratio," Biometrics, The International Biometric Society, vol. 78(4), pages 1639-1650, December.
    36. Ganong, Peter & Jäger, Simon, 2014. "A Permutation Test and Estimation Alternatives for the Regression Kink Design," IZA Discussion Papers 8282, Institute of Labor Economics (IZA).
    37. Peter Ganong & Simon Jäger, 2018. "A Permutation Test for the Regression Kink Design," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 494-504, April.
    38. Jaeger, Simon C & Ganong, Peter Nathan, 2014. "A Permutation Test and Estimation Alternatives for the Regression Kink Design," Scholarly Articles 34222894, Harvard University Department of Economics.
    39. Hyunseung Kang & Laura Peck & Luke Keele, 2018. "Inference for instrumental variables: a randomization inference approach," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 181(4), pages 1231-1254, October.
    40. David S. Abrams & Marianne Bertrand & Sendhil Mullainathan, 2012. "Do Judges Vary in Their Treatment of Race?," The Journal of Legal Studies, University of Chicago Press, vol. 41(2), pages 347-383.
    41. Anustubh Agnihotri & Rahul Verma, 2016. "Design-based Approach in Social Science Research," Studies in Indian Politics, , vol. 4(2), pages 241-248, December.
    42. Rietveld, Cornelius A. & Webbink, Dinand, 2016. "On the genetic bias of the quarter of birth instrument," Economics & Human Biology, Elsevier, vol. 21(C), pages 137-146.
    43. David I. Stern, 2011. "From Correlation to Granger Causality," Crawford School Research Papers 1113, Crawford School of Public Policy, The Australian National University.

  49. Guido W. Imbens & Charles F. Manski, 2004. "Confidence Intervals for Partially Identified Parameters," Econometrica, Econometric Society, vol. 72(6), pages 1845-1857, November.
    See citations under working paper version above.
  50. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    See citations under working paper version above.
  51. Gary Chamberlain & Guido Imbens, 2004. "Random Effects Estimators with many Instrumental Variables," Econometrica, Econometric Society, vol. 72(1), pages 295-306, January.

    Cited by:

    1. Anthony Strittmatter & Uwe Sunde, 2013. "Health and economic development—evidence from the introduction of public health care," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1549-1584, October.
    2. Alexandre Belloni & Victor Chernozhukov & Denis Chetverikov & Christian Hansen & Kengo Kato, 2018. "High-Dimensional Econometrics and Regularized GMM," Papers 1806.01888, arXiv.org, revised Jun 2018.
    3. Charles Nelson & Richard Startz & Eric Zivot, 2000. "Improved Inference for the Instrumental Variables Estimator," Econometric Society World Congress 2000 Contributed Papers 1600, Econometric Society.
    4. Dennis Lim & Wenjie Wang & Yichong Zhang, 2022. "A Conditional Linear Combination Test with Many Weak Instruments," Papers 2207.11137, arXiv.org, revised Apr 2023.
    5. Bekker, Paul A. & Crudu, Federico, 2012. "Symmetric Jackknife Instrumental Variable Estimation," MPRA Paper 37853, University Library of Munich, Germany.
    6. Manuel Arellano & Stéphane Bonhomme, 2009. "Robust Priors in Nonlinear Panel Data Models," Econometrica, Econometric Society, vol. 77(2), pages 489-536, March.
    7. Myung Hwan Seo & Yongcheol Shin, 2014. "Dynamic Panels with Threshold Effect and Endogeneity," STICERD - Econometrics Paper Series 577, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    8. Chernozhukov, Victor & Hansen, Christian & Jansson, Michael, 2009. "Finite sample inference for quantile regression models," Journal of Econometrics, Elsevier, vol. 152(2), pages 93-103, October.
    9. Anirban Basu & James J. Heckman & Salvador Navarro-Lozano & Sergio Urzua, 2007. "Use of instrumental variables in the presence of heterogeneity and self-selection: An application in breast cancer patients," Health, Econometrics and Data Group (HEDG) Working Papers 07/07, HEDG, c/o Department of Economics, University of York.
    10. Cheng, Xu & Liao, Zhipeng, 2015. "Select the valid and relevant moments: An information-based LASSO for GMM with many moments," Journal of Econometrics, Elsevier, vol. 186(2), pages 443-464.
    11. Inmaculada Garc�a Mainar & V�ctor M. Montuenga G�mez, 2004. "Returns to education and to experience within the EU: are there differences between wage earners and the self-employed?," Documentos de Trabajo dt2004-08, Facultad de Ciencias Económicas y Empresariales, Universidad de Zaragoza.
    12. Victor Chernozhukov & Christian Hansen & Martin Spindler, 2015. "Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 649-688, August.
    13. Grant Hillier & Giovanni Forchini, 2004. "Ill-posed Problems and Instruments' Weakness," Econometric Society 2004 Australasian Meetings 357, Econometric Society.
    14. Bekker, Paul A. & Crudu, Federico, 2015. "Jackknife instrumental variable estimation with heteroskedasticity," Journal of Econometrics, Elsevier, vol. 185(2), pages 332-342.
    15. Michal Kolesár & Raj Chetty & John Friedman & Edward Glaeser & Guido W. Imbens, 2015. "Identification and Inference With Many Invalid Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(4), pages 474-484, October.
    16. Donald W.K. Andrews & James H. Stock, 2005. "Inference with Weak Instruments," NBER Technical Working Papers 0313, National Bureau of Economic Research, Inc.
    17. Kasey Buckles & Daniel M. Hungerman, 2008. "Season of Birth and Later Outcomes: Old Questions, New Answers," NBER Working Papers 14573, National Bureau of Economic Research, Inc.
    18. Hansen, Christian & Kozbur, Damian, 2014. "Instrumental variables estimation with many weak instruments using regularized JIVE," Journal of Econometrics, Elsevier, vol. 182(2), pages 290-308.
    19. A. Belloni & D. Chen & V. Chernozhukov & C. Hansen, 2012. "Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain," Econometrica, Econometric Society, vol. 80(6), pages 2369-2429, November.
    20. Victor Chernozhukov & Christian Hansen & Martin Spindler, 2015. "Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments," Papers 1501.03185, arXiv.org.
    21. Taylor, Eric, 2014. "Spending more of the school day in math class: Evidence from a regression discontinuity in middle school," Journal of Public Economics, Elsevier, vol. 117(C), pages 162-181.
    22. Joshua D. Angrist & Peter D. Hull & Parag A. Pathak & Christopher R. Walters, 2017. "Leveraging Lotteries for School Value-Added: Testing and Estimation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 871-919.
    23. Kolesár, Michal, 2018. "Minimum distance approach to inference with many instruments," Journal of Econometrics, Elsevier, vol. 204(1), pages 86-100.
    24. Imbens, Guido W., 2014. "Instrumental Variables: An Econometrician's Perspective," IZA Discussion Papers 8048, Institute of Labor Economics (IZA).
    25. Guido W. Imbens, 2020. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
    26. Canay, Ivan A., 2010. "Simultaneous selection and weighting of moments in GMM using a trapezoidal kernel," Journal of Econometrics, Elsevier, vol. 156(2), pages 284-303, June.
    27. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    28. Sean F. Reardon & Fatih Unlu & Pei Zhu & Howard S. Bloom, 2014. "Bias and Bias Correction in Multisite Instrumental Variables Analysis of Heterogeneous Mediator Effects," Journal of Educational and Behavioral Statistics, , vol. 39(1), pages 53-86, February.
    29. Okui, Ryo, 2011. "Instrumental variable estimation in the presence of many moment conditions," Journal of Econometrics, Elsevier, vol. 165(1), pages 70-86.
    30. Xu Cheng & Zhipeng Liao, 2012. "Select the Valid and Relevant Moments: A One-Step Procedure for GMM with Many Moments," PIER Working Paper Archive 12-045, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    31. Rietveld, Cornelius A. & Webbink, Dinand, 2016. "On the genetic bias of the quarter of birth instrument," Economics & Human Biology, Elsevier, vol. 21(C), pages 137-146.
    32. Sølvsten, Mikkel, 2020. "Robust estimation with many instruments," Journal of Econometrics, Elsevier, vol. 214(2), pages 495-512.
    33. Thomas Wiemann, 2023. "Optimal Categorical Instrumental Variables," Papers 2311.17021, arXiv.org.

  52. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.

    Cited by:

    1. John A Maluccio & Tia Palermo & Suneetha Kadiyala & Rahul Rawat, 2015. "Improving Health-Related Quality of Life among People Living with HIV: Results from an Impact Evaluation of a Food Assistance Program in Uganda," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-17, August.
    2. Zhu, Wei & Qi, Lixia & Wang, Ruime, 2021. "Impact of Market Price Support Measures on Chemical Fertilizer Use in China," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 9(1), January.
    3. Leventhal, Tama & Dupéré, Véronique, 2011. "Moving to Opportunity: Does long-term exposure to 'low-poverty' neighborhoods make a difference for adolescents?," Social Science & Medicine, Elsevier, vol. 73(5), pages 737-743, September.
    4. Gustavo Crespi & Aldo Geuna & Bart Verspagen, 2007. "University IPRs and Knowledge Transfer. Is the IPR ownership model more efficient?," SPRU Working Paper Series 154, SPRU - Science Policy Research Unit, University of Sussex Business School.
    5. López, Fernando & Maffioli, Alessandro, 2008. "Technology Adoption, Productivity and Specialization of Uruguayan Breeders: Evidence from an Impact Evaluation," IDB Publications (Working Papers) 3014, Inter-American Development Bank.
    6. Luca Moretti & Martin Mayerl & Samuel Muehlemann & Peter Schlögl & Stefan C. Wolter, 2017. "So Similar and yet so Different: A Comparative Analysis of a Firm's Cost and Benefits of Apprenticeship Training in Austria and Switzerland," CESifo Working Paper Series 6711, CESifo.
    7. Hanna Berkel, 2018. "The costs and benefits of formalization for firms: A mixed-methods study on Mozambique," WIDER Working Paper Series wp-2018-159, World Institute for Development Economic Research (UNU-WIDER).
    8. César Salazar & Marcela Jaime & Cristián Pinto & Andrés Acuña, 2019. "Interaction between crop insurance and technology adoption decisions: The case of wheat farmers in Chile," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(3), pages 593-619, July.
    9. Lechner, Michael & Wunsch, Conny & Huber, Martin, 2009. "Does Leaving Welfare Improve Health? Evidence for Germany," CEPR Discussion Papers 7421, C.E.P.R. Discussion Papers.
    10. Alex Coad & Julian Frankish & Paul Nightingale & Richard G. Roberts & David J. Storey, 2012. "Business Experience and Start-up Size: Buying More Lottery Tickets Next Time Around?," SPRU Working Paper Series 203, SPRU - Science Policy Research Unit, University of Sussex Business School.
    11. Marcus Linder & Joakim Björkdahl & Daniel Ljungberg, 2014. "Environmental Orientation and Economic Performance: a Quasi‐experimental Study of Small Swedish Firms," Business Strategy and the Environment, Wiley Blackwell, vol. 23(5), pages 333-348, July.
    12. Petracco, Carly K. & Pender, John, 2009. "Evaluating the impact of land tenure and titling on access to credit in Uganda:," IFPRI discussion papers 853, International Food Policy Research Institute (IFPRI).
    13. Pender, John L. & Nkonya, Ephraim M. & Kato, Edward & Kaizzi, Crammer & Ssali, Henry, 2009. "Impacts of Cash Crop Production on Land Management and Land Degradation: The Case of Coffee and Cotton in Uganda," 2009 Conference, August 16-22, 2009, Beijing, China 50760, International Association of Agricultural Economists.
    14. Marco Caliendo & Sabine Kopeinig, 2005. "Some Practical Guidance for the Implementation of Propensity Score Matching," Discussion Papers of DIW Berlin 485, DIW Berlin, German Institute for Economic Research.
    15. Kaniyathu, Sunny John, 2008. "Evaluating the Impact of Colonialism on Economic Development: A Counterfactual Analysis," Proceedings of the German Development Economics Conference, Zurich 2008 20, Verein für Socialpolitik, Research Committee Development Economics.
    16. Michael Lechner & Anthony Strittmatter, 2019. "Practical procedures to deal with common support problems in matching estimation," Econometric Reviews, Taylor & Francis Journals, vol. 38(2), pages 193-207, February.
    17. Ayako Suzuki, 2006. "Vertical Integration in the U.S. Cable Industry," ISER Discussion Paper 0675, Institute of Social and Economic Research, Osaka University.
    18. Heitor Almeida & Murillo Campello & Bruno Laranjeira & Scott Weisbenner, 2009. "Corporate Debt Maturity and the Real Effects of the 2007 Credit Crisis," NBER Working Papers 14990, National Bureau of Economic Research, Inc.
    19. Riccardo D’Alberto & Matteo Zavalloni & Meri Raggi & Davide Viaggi, 2018. "AES Impact Evaluation With Integrated Farm Data: Combining Statistical Matching and Propensity Score Matching," Sustainability, MDPI, vol. 10(11), pages 1-24, November.
    20. Squicciarini, Mara P. & Vandeplas, Anneleen & Janssen, Emma & Swinnen, Jo, 2017. "Supply chains and economic development: Insights from the Indian dairy sector," Food Policy, Elsevier, vol. 68(C), pages 128-142.
    21. Justine S. Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2012. "The Effect of School Choice on Intrinsic Motivation and Academic Outcomes," NBER Working Papers 18324, National Bureau of Economic Research, Inc.
    22. Alix-Garcia, Jennifer Marie & Shapiro, Elizabeth N. & Sims, Katharine R.E., 2010. "Forest Conservation and Slippage: Evidence from Mexico's National Payments for Ecosystem Services Program," Staff Papers 93045, University of Wisconsin-Madison, Department of Agricultural and Applied Economics.
    23. Bruno Cirillo & Stefano Brusoni & Giovanni Valentini, 2014. "The Rejuvenation of Inventors Through Corporate Spinouts," Post-Print halshs-01948175, HAL.
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    127. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar, 2014. "Unobservable, but Unimportant? The Influence of Personality Traits (and Other Usually Unobserved Variables) for the Estimation of Treatment Effects," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100502, Verein für Socialpolitik / German Economic Association.
    128. Lant Pritchett, Justin Sandefur, 2013. "Context Matters for Size: Why External Validity Claims and Development Practice Don't Mix-Working Paper 336," Working Papers 336, Center for Global Development.
    129. Minna Genbäck & Elena Stanghellini & Xavier Luna, 2015. "Uncertainty intervals for regression parameters with non-ignorable missingness in the outcome," Statistical Papers, Springer, vol. 56(3), pages 829-847, August.

  57. Imbens, Guido W, 2002. "Generalized Method of Moments and Empirical Likelihood," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 493-506, October.

    Cited by:

    1. Seojeong Lee, 2014. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for GEL Estimators," Discussion Papers 2014-02, School of Economics, The University of New South Wales.
    2. Prosenjit Kundu & Nilanjan Chatterjee, 2023. "Logistic regression analysis of two‐phase studies using generalized method of moments," Biometrics, The International Biometric Society, vol. 79(1), pages 241-252, March.
    3. Stefan Boes, 2010. "Count Data Models with Correlated Unobserved Heterogeneity," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 37(3), pages 382-402, September.
    4. Esmeralda A. Ramalho & Joaquim J. S. Ramalho, 2006. "Two‐Step Empirical Likelihood Estimation Under Stratified Sampling When Aggregate Information Is Available," Manchester School, University of Manchester, vol. 74(5), pages 577-592, September.
    5. Ying Sheng & Yifei Sun & Chiung‐Yu Huang & Mi‐Ok Kim, 2022. "Synthesizing external aggregated information in the presence of population heterogeneity: A penalized empirical likelihood approach," Biometrics, The International Biometric Society, vol. 78(2), pages 679-690, June.
    6. Xiaohong Chen & Yin Jia Jeff Qiu, 2016. "Methods for Nonparametric and Semiparametric Regressions with Endogeneity: A Gentle Guide," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 259-290, October.
    7. Yuan, Ao & Xu, Jinfeng & Zheng, Gang, 2014. "On empirical likelihood statistical functions," Journal of Econometrics, Elsevier, vol. 178(P3), pages 613-623.
    8. Seojeong Lee, 2013. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Method of Moments Estimators," Discussion Papers 2013-09, School of Economics, The University of New South Wales.
    9. Chaohua Dong & Jiti Gao & Oliver Linton, 2018. "High dimensional semiparametric moment restriction models," CeMMAP working papers CWP04/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    10. Susanne M. Schennach, 2007. "Point estimation with exponentially tilted empirical likelihood," Papers 0708.1874, arXiv.org.
    11. Fan, Yanqin & Gentry, Matthew & Li, Tong, 2011. "A new class of asymptotically efficient estimators for moment condition models," Journal of Econometrics, Elsevier, vol. 162(2), pages 268-277, June.
    12. Taisuke Otsu, 2011. "Moderate Deviations of Generalized Method of Moments and Empirical Likelihood Estimators," Cowles Foundation Discussion Papers 1785, Cowles Foundation for Research in Economics, Yale University.
    13. Stanislav Anatolyev, 2005. "Optimal Instruments in Time Series: A Survey," Working Papers w0069, Center for Economic and Financial Research (CEFIR).
    14. Jowaheer, Vandna & Sutradhar, Brajendra, 2009. "GMM versus GQL inferences for panel count data," Statistics & Probability Letters, Elsevier, vol. 79(18), pages 1928-1934, September.
    15. Wang, Xuexin, 2016. "A New Class of Tests for Overidentifying Restrictions in Moment Condition Models," MPRA Paper 69004, University Library of Munich, Germany.
    16. Chunrong Ai & Oliver Linton & Kaiji Motegi & Zheng Zhang, 2018. "A Unified Framework for Efficient Estimation of General Treatment Models," Papers 1808.04936, arXiv.org, revised Aug 2018.
    17. Amor Keziou & Aida Toma, 2021. "A Robust Version of the Empirical Likelihood Estimator," Mathematics, MDPI, vol. 9(8), pages 1-19, April.
    18. Jonas Metzger, 2022. "Adversarial Estimators," Papers 2204.10495, arXiv.org, revised Jun 2022.
    19. Chen, Song Xi & Cui, Hengjian, 2007. "On the second-order properties of empirical likelihood with moment restrictions," Journal of Econometrics, Elsevier, vol. 141(2), pages 492-516, December.
    20. Demian Pouzo, 2014. "Bootstrap Consistency for Quadratic Forms of Sample Averages with Increasing Dimension," Papers 1411.2701, arXiv.org, revised Aug 2015.
    21. Dong, Chaohua & Gao, Jiti & Linton, Oliver, 2023. "High dimensional semiparametric moment restriction models," Journal of Econometrics, Elsevier, vol. 232(2), pages 320-345.
    22. Giuseppe Ragusa, 2011. "Minimum Divergence, Generalized Empirical Likelihoods, and Higher Order Expansions," Econometric Reviews, Taylor & Francis Journals, vol. 30(4), pages 406-456, August.
    23. Suman Basuroy & S. Abraham Ravid & Richard T. Gretz & B. J. Allen, 2020. "Is everybody an expert? An investigation into the impact of professional versus user reviews on movie revenues," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(1), pages 57-96, March.
    24. Roberto Baragona & Francesco Battaglia & Domenico Cucina, 2016. "Empirical Likelihood for Outlier Detection and Estimation in Autoregressive Time Series," Journal of Time Series Analysis, Wiley Blackwell, vol. 37(3), pages 315-336, May.
    25. Seojeong Lee, 2018. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Empirical Likelihood Estimators," Papers 1806.00953, arXiv.org, revised Jun 2018.
    26. Doran, Howard E. & Schmidt, Peter, 2006. "GMM estimators with improved finite sample properties using principal components of the weighting matrix, with an application to the dynamic panel data model," Journal of Econometrics, Elsevier, vol. 133(1), pages 387-409, July.
    27. Li, Daoji & Pan, Jianxin, 2013. "Empirical likelihood for generalized linear models with longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 114(C), pages 63-73.
    28. Stefan Boes, 2007. "Count Data Models with Unobserved Heterogeneity: An Empirical Likelihood Approach," SOI - Working Papers 0704, Socioeconomic Institute - University of Zurich.
    29. Tetsuya Kaji & Elena Manresa & Guillaume Pouliot, 2023. "An Adversarial Approach to Structural Estimation," Econometrica, Econometric Society, vol. 91(6), pages 2041-2063, November.
    30. Zhiguo Xiao, 2011. "Efficient Estimation of Moment Condition Models with Heterogenous Populations," Annals of Economics and Finance, Society for AEF, vol. 12(1), pages 89-107, May.
    31. Kennedy, Edward H. & Joffe, Marshall M. & Small, Dylan S., 2015. "Optimal restricted estimation for more efficient longitudinal causal inference," Statistics & Probability Letters, Elsevier, vol. 97(C), pages 185-191.

  58. Imbens, Guido W. & Spady, Richard, 2002. "Confidence intervals in generalized method of moments models," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 87-98, March.

    Cited by:

    1. Dovonon, Prosper, 2008. "Large sample properties of the three-step euclidean likelihood estimators under model misspecification," MPRA Paper 40025, University Library of Munich, Germany, revised 16 May 2010.
    2. Abay, Kibrom A. & Abay, Mehari Hiluf & Berhane, Guush & Chamberlin, Jordan, 2021. "Social protection and resilience: The case of the productive safety net program in Ethiopia," IFPRI discussion papers 2086, International Food Policy Research Institute (IFPRI).
    3. Francesco Bravo, 2010. "Nonparametric likelihood inference for general autoregressive models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 19(1), pages 79-106, March.

  59. Alberto Abadie & Joshua Angrist & Guido Imbens, 2002. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
    See citations under working paper version above.
  60. Hyslop, Dean R & Imbens, Guido W, 2001. "Bias from Classical and Other Forms of Measurement Error," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(4), pages 475-481, October.
    See citations under working paper version above.
  61. Imbens, Guido W, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Comment," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 17-20, January.

    Cited by:

    1. Sonia Bhalotra & Samantha Rawlings, 2009. "Gradients of the Intergenerational Transmission of Health in Developing Countries," The Centre for Market and Public Organisation 09/218, The Centre for Market and Public Organisation, University of Bristol, UK.
    2. Paul S. Clarke & Tom M. Palmer & Frank Windmeijer, 2011. "Estimating Structural Mean Models with Multiple Instrumental Variables using the Generalised Method of Moments," The Centre for Market and Public Organisation 11/266, The Centre for Market and Public Organisation, University of Bristol, UK.
    3. Kyyrä, Tomi & Korkeamäki, Ossi, 2008. "A Distributional Analysis of Displacement Costs in an Economic Depression and Recovery," Discussion Papers 465, VATT Institute for Economic Research.
    4. Alberto Galasso & Mark Schankerman & Carlos J. Serrano, 2011. "Trading and Enforcing Patent Rights," CEP Discussion Papers dp1072, Centre for Economic Performance, LSE.
    5. Datta Gupta, Nabanita & Simonsen, Marianne, 2011. "Where to Put the Kids? Effects of Type of Non-parental Child Care on Pre-teen Skills and Risky Behavior," IZA Discussion Papers 5848, Institute of Labor Economics (IZA).
    6. J. Driessen & A. Razzaque & D. Walker & D. Canning, 2015. "The effect of childhood measles vaccination on school enrolment in Matlab, Bangladesh," Applied Economics, Taylor & Francis Journals, vol. 47(55), pages 6019-6040, November.
    7. Jared Rubin, 2014. "Printing and Protestants: An Empirical Test of the Role of Printing in the Reformation," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 270-286, May.
    8. Oliver Falck & Stefan Kipar & Ludger Wößmann, 2011. "Innovationstätigkeit von Unternehmen : die Rolle von Qualifikationen, Kooperationen und Clusterpolitik," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 38.
    9. Piacentini, Mario, 2008. "Migration Enclaves, Schooling Choices and Social Mobility," MPRA Paper 8376, University Library of Munich, Germany.
    10. Wendy A. Stock & John J. Siegfried & T. Aldrich Finegan, 2011. "Completion Rates and Time-to-Degree in Economics PhD Programs (with comments by David Colander, N. Gregory Mankiw, Melissa P. McInerney, James M. Poterba)," American Economic Review, American Economic Association, vol. 101(3), pages 176-188, May.
    11. Lore Vandewalle, 2011. "The Role of Accountants in Indian Microfinance Groups: a Trade-Off Between Financial and Non-Financial Benefits," Working Papers 1118, University of Namur, Department of Economics.
    12. Priebe, Jan, 2011. "Child Costs and the Causal Effect of Fertility on Female Labor Supply: An investigation for Indonesia 1993-2008," Proceedings of the German Development Economics Conference, Berlin 2011 67, Verein für Socialpolitik, Research Committee Development Economics.

  62. Guido W. Imbens & Donald B. Rubin & Bruce I. Sacerdote, 2001. "Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players," American Economic Review, American Economic Association, vol. 91(4), pages 778-794, September.

    Cited by:

    1. Mark Colas & Sebastian Findeisen & Dominik Sachs, 2018. "Optimal Need-Based Financial Aid," CESifo Working Paper Series 7271, CESifo.
    2. Itzik Fadlon & Torben Heien Nielsen, 2016. "Household Labor Supply and the Gains from Social Insurance," NBER Chapters, in: Social Insurance Programs (Trans-Atlantic Public Economics Seminar, TAPES), National Bureau of Economic Research, Inc.
    3. Marta Lachowska & Alexandre Mas & Raffaele Saggio & Stephen A. Woodbury, 2022. "Wage Posting or Wage Bargaining? A Test Using Dual Jobholders," Journal of Labor Economics, University of Chicago Press, vol. 40(S1), pages 469-493.
    4. Day Manoli & Nicholas Turner, 2018. "Cash-on-Hand and College Enrollment: Evidence from Population Tax Data and the Earned Income Tax Credit," American Economic Journal: Economic Policy, American Economic Association, vol. 10(2), pages 242-271, May.
    5. Terence C. Cheng & Joan Costa-Font & Nattavudh Powdthavee, 2018. "Do You Have to Win It to Fix It? A Longitudinal Study of Lottery Winners and Their Health-Care Demand," American Journal of Health Economics, University of Chicago Press, vol. 4(1), pages 26-50, Winter.
    6. Marcelo Zouain Pedroni & Sebastian Dyrda, 2016. "Optimal Fiscal Policy in a Model with Uninsurable Idiosyncratic Shocks," 2016 Meeting Papers 1245, Society for Economic Dynamics.
    7. Kim, Seonghoon & Koh, Kanghyock, 2021. "The effects of income on health: Evidence from lottery wins in Singapore," Journal of Health Economics, Elsevier, vol. 76(C).
    8. Lawrence Christiano & Mathias Trabandt & Karl Walentin, 2021. "Involuntary Unemployment and the Business Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 26-54, January.
    9. Manuel Bagues & Berta Esteve-Volart, 2016. "Politicians’ Luck of the Draw: Evidence from the Spanish Christmas Lottery," Journal of Political Economy, University of Chicago Press, vol. 124(5), pages 1269-1294.
    10. Sousa, Ricardo M., 2009. "Wealth effects on consumption: evidence from the euro area," Working Paper Series 1050, European Central Bank.
    11. Behera, Sarthak & Sadana, Divya, 2021. "Differing Labor Supply: A Study on the Role of Culture," MPRA Paper 110753, University Library of Munich, Germany.
    12. Raj Chetty, 2006. "A New Method of Estimating Risk Aversion," American Economic Review, American Economic Association, vol. 96(5), pages 1821-1834, December.
    13. Fu, Shihe & Liao, Yu & Zhang, Junfu, 2015. "The effect of housing wealth on labor force participation: evidence from China," MPRA Paper 69559, University Library of Munich, Germany, revised 15 Feb 2016.
    14. Wojciech Kopczuk, 2012. "Taxation of Intergenerational Transfers and Wealth," NBER Working Papers 18584, National Bureau of Economic Research, Inc.
    15. Giulia Giupponi, 2019. "When income effects are large: labor supply responses and the value of welfare transfers," CEP Discussion Papers dp1651, Centre for Economic Performance, LSE.
    16. Dominik Sachs & Aleh Tsyvinski & Nicolas Werquin, 2020. "Nonlinear Tax Incidence and Optimal Taxation in General Equilibrium," Econometrica, Econometric Society, vol. 88(2), pages 469-493, March.
    17. Liu, Shimeng & Yang, Xi, 2020. "Property tax limits and female labor supply: Evidence from the housing boom and bust," Journal of Housing Economics, Elsevier, vol. 50(C).
    18. Adam Looney & Monica Singhal, 2005. "The effect of anticipated tax changes on intertemporal labor supply and the realization of taxable income," Finance and Economics Discussion Series 2005-44, Board of Governors of the Federal Reserve System (U.S.).
    19. Daniel Graeber & Viola Hilbert & Johannes König, 2023. "Inequality of Opportunity in Wealth: Levels, Trends, and Drivers," CEPA Discussion Papers 69, Center for Economic Policy Analysis.
    20. Paul J. Devereux, 2004. "Changes in Relative Wages and Family Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
    21. Elinder Mikael & Erixson Oscar & Ohlsson Henry, 2012. "The Impact of Inheritances on Heirs' Labor and Capital Income," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-37, December.
    22. BIA Michela & FLORES Carlos A. & FLORES-LAGUNES Alfonso & MATTEI Alessandra, 2013. "A Stata package for the application of semiparametric estimators of dose-response functions," LISER Working Paper Series 2013-07, Luxembourg Institute of Socio-Economic Research (LISER).
    23. Andreas Fagereng & Martin B. Holm & Gisle J. Natvik, 2016. "MPC heterogeneity and household balance sheets," Discussion Papers 852, Statistics Norway, Research Department.
    24. Böheim, René & Topf, Michael, 2020. "Unearned Income and Labor Supply: Evidence from Survivor Pensions in Austria," IZA Discussion Papers 13994, Institute of Labor Economics (IZA).
    25. Guido Imbens, 2014. "Matching Methods in Practice: Three Examples," NBER Working Papers 19959, National Bureau of Economic Research, Inc.
    26. Dimitris Georgarakos & Tullio Jappelli & Geoff Kenny & Luigi Pistaferri, 2023. "Labor Supply Response to Windfall Gains," CSEF Working Papers 682, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    27. Miguel Faria-e-Castro & Samuel Jordan-Wood, 2023. "Pandemic labor force participation and net worth fluctuations," Working Papers 2023-010, Federal Reserve Bank of St. Louis.
    28. Artmann, Elisabeth & Fuchs-Schündeln, Nicola & Giupponi, Giulia, 2023. "Forward-Looking Labor Supply Responses to Changes in Pension Wealth: Evidence from Germany," IZA Discussion Papers 16132, Institute of Labor Economics (IZA).
    29. Kuan‐Jen Chen & Ching‐Chong Lai, 2015. "On‐the‐Job Learning and News‐Driven Business Cycles," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(2-3), pages 261-294, March.
    30. Erlend E. Bø & Elin Halvorsen & Thor O. Thoresen, 2019. "Heterogeneity of the Carnegie Effect," Journal of Human Resources, University of Wisconsin Press, vol. 54(3), pages 726-759.
    31. Adrien Auclert, 2017. "Monetary Policy and the Redistribution Channel," Working Papers 1706, Council on Economic Policies.
    32. David J. Price & Jae Song, 2018. "The Long-Term Effects of Cash Assistance," Working Papers 621, Princeton University, Department of Economics, Industrial Relations Section..
    33. Koeniger, Winfried & Zanella, Carlo, 2020. "Opportunity and Inequality across Generations," Economics Working Paper Series 2003, University of St. Gallen, School of Economics and Political Science.
    34. Libertad González, 2011. "The Effects of a Universal Child Benefit," Working Papers 574, Barcelona School of Economics.
    35. Renata Bottazzi & Serena Trucchi & Matthew Wakefield, 2017. "Labour supply responses to financial wealth shocks: evidence from Italy," IFS Working Papers W17/29, Institute for Fiscal Studies.
    36. Hashmat Khan & John Tsoukalas, 2012. "The Quantitative Importance of News Shocks in Estimated DSGE Models," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(8), pages 1535-1561, December.
    37. Andrew Bibler & Mouhcine Guettabi & Matthew N. Reimer, 2023. "Universal Cash Transfers and Labor Market Outcomes," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(1), pages 198-224, January.
    38. Apouey, Bénédicte & Clark, Andrew E., 2013. "Winning big but feeling no better? The effect of lottery prizes on physical and mental health," LSE Research Online Documents on Economics 51570, London School of Economics and Political Science, LSE Library.
    39. Rafael Lalive & Arvind Magesan & Stefan Staubli, 2020. "The Impact of Social Security on Pension Claiming and Retirement: Active vs. Passive Decisions," NBER Working Papers 27616, National Bureau of Economic Research, Inc.
    40. Chenchuan (Mark) Li & Ulrich K. Müller, 2021. "Linear regression with many controls of limited explanatory power," Quantitative Economics, Econometric Society, vol. 12(2), pages 405-442, May.
    41. Hanming Fang & Long Wang & Yang Yang, 2022. "Housing Wealth and Online Consumer Behavior:Evidence from Xiong'an New Area in China," PIER Working Paper Archive 22-021, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    42. Damon Jones & Ioana Marinescu, 2018. "The Labor Market Impacts of Universal and Permanent Cash Transfers: Evidence from the Alaska Permanent Fund," NBER Working Papers 24312, National Bureau of Economic Research, Inc.
    43. Eric T. Swanson, 2019. "Implications of Labor Market Frictions for Risk Aversion and Risk Premia," NBER Working Papers 25764, National Bureau of Economic Research, Inc.
    44. Lingxiao Zhao & Gregory Burge, 2017. "Housing Wealth, Property Taxes, and Labor Supply among the Elderly," Journal of Labor Economics, University of Chicago Press, vol. 35(1), pages 227-263.
    45. Euwals, Rob & Trevisan, Elisabetta, 2014. "Early Retirement and Financial Incentives: Differences Between High and Low Wage Earners," IZA Discussion Papers 8466, Institute of Labor Economics (IZA).
    46. Chen, Kuan-Jen & Chu, Angus C. & Lai, Ching-Chong, 2014. "Home Production and Small Open Economy Business Cycles," MPRA Paper 59020, University Library of Munich, Germany.
    47. Stefan Tübbicke, 2020. "Entropy Balancing for Continuous Treatments," CEPA Discussion Papers 21, Center for Economic Policy Analysis.
    48. Görlich, Dennis & Omar Mahmoud, Toman & Trebesch, Christoph, 2007. "Explaining labour market inactivity in migrant-sending families: Housework, hammock, or higher education?," Kiel Working Papers 1391, Kiel Institute for the World Economy (IfW Kiel).
    49. Yung-Yu Tsai & Hsing-Wen Han & Kuang-Ta Lo & Tzu-Ting Yang, 2022. "The Effect of Financial Resources on Fertility: Evidence fromAdministrative Data on Lottery Winners," IEAS Working Paper : academic research 22-A007, Institute of Economics, Academia Sinica, Taipei, Taiwan.
    50. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    51. George Bulman & Robert Fairlie & Sarena Goodman & Adam Isen, 2016. "Parental Resources and College Attendance: Evidence from Lottery Wins," NBER Working Papers 22679, National Bureau of Economic Research, Inc.
    52. Daniel Berkowitz & Andrew J. dup Boslett & Jason Brown & Jeremy G. Weber, 2022. "Rational but Not Prescient: Borrowing during the Fracking Boom," Research Working Paper RWP 2022-05, Federal Reserve Bank of Kansas City.
    53. Magnus A. H. Gulbrandsen, 2021. "Peer effects and debt accumulation: Evidence from lottery winnings," Working Paper 2021/10, Norges Bank.
    54. Gardner, Jonathan & Oswald, Andrew J., 2007. "Money and mental wellbeing: A longitudinal study of medium-sized lottery wins," Journal of Health Economics, Elsevier, vol. 26(1), pages 49-60, January.
    55. Nekoei, Arash & Seim, David, 2018. "How do Inheritances Shape Wealth Inequality? Theory and Evidence from Sweden," CEPR Discussion Papers 13199, C.E.P.R. Discussion Papers.
    56. Wladislaw Mill & Cornelius Schneider, 2023. "The Bright Side of Tax Evasion," CESifo Working Paper Series 10615, CESifo.
    57. Begley, Jaclene & Chan, Sewin, 2018. "The effect of housing wealth shocks on work and retirement decisions," Regional Science and Urban Economics, Elsevier, vol. 73(C), pages 180-195.
    58. Hans van Kippersluis & Titus J. Galama, 2013. "Why the Rich drink more but smoke less: The Impact of Wealth on Health Behaviors," Tinbergen Institute Discussion Papers 13-035/V, Tinbergen Institute.
    59. Yung-Yu Tsai & Hsing-Wen Han & Kuang-Ta Lo & Tzu-Ting Yang, 2022. "The Effect of Financial Resources on Fertility: Evidence from Administrative Data on Lottery Winners," Papers 2212.06223, arXiv.org, revised Dec 2023.
    60. BARGAIN Olivier & DOORLEY Karina, 2016. "The Effect of Social Benefits on Youth Employment: Combining RD and a Behavioral Model," LISER Working Paper Series 2016-12, Luxembourg Institute of Socio-Economic Research (LISER).
    61. Titus Galama & Hans van Kippersluis, 2022. "Human-Capital Formation: The Importance of Endogenous Longevity," Working Papers 2022-009, Human Capital and Economic Opportunity Working Group.
    62. Jason Brown, 2017. "Response of Consumer Debt to Income Shocks: The Case of Energy Booms and Busts," Research Working Paper RWP 17-5, Federal Reserve Bank of Kansas City.
    63. Peter Hull & Michal Koles'ar & Christopher Walters, 2022. "Labour by Design: Contributions of David Card, Joshua Angrist, and Guido Imbens," Papers 2203.16405, arXiv.org.
    64. Gyozo Gyongyosi & Judit Rariga & Emil Verner, 2022. "The Anatomy of Consumption in a Household Foreign Currency Debt Crisis," MNB Working Papers 2022/1, Magyar Nemzeti Bank (Central Bank of Hungary).
    65. Richard Disney & John Gathergood, 2018. "House Prices, Wealth Effects and Labour Supply," Economica, London School of Economics and Political Science, vol. 85(339), pages 449-478, July.
    66. Adi Brender & Lior Gallo, 2009. "The Effect of Changes in Wages, GDP, and Workers' Demographic Characteristics on Working Hours," Israel Economic Review, Bank of Israel, vol. 7(1), pages 143-176.
    67. Gustafson, Matthew T., 2017. "The market sensitivity of retirement and defined contribution pensions: Evidence from the public sector," Journal of Public Economics, Elsevier, vol. 145(C), pages 1-13.
    68. Guido W. Imbens, 2022. "Causality in Econometrics: Choice vs Chance," Econometrica, Econometric Society, vol. 90(6), pages 2541-2566, November.
    69. Tenreyro, Silvana & Sterk, Vincent, 2015. "The Transmission of Monetary Policy through Redistributions and Durable Purchases," CEPR Discussion Papers 10785, C.E.P.R. Discussion Papers.
    70. Titus J. Galama & Hans van Kippersluis, 2015. "A Theory of Education and Health," Tinbergen Institute Discussion Papers 15-031/V, Tinbergen Institute.
    71. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    72. Brantly Callaway & Weige Huang, 2020. "Distributional Effects of a Continuous Treatment with an Application on Intergenerational Mobility," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(4), pages 808-842, August.
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    74. Baldwin Kate & Bhavnani Rikhil R., 2015. "Ancillary Studies of Experiments: Opportunities and Challenges," Journal of Globalization and Development, De Gruyter, vol. 6(1), pages 113-146, June.
    75. Ambler, Kate & Godlonton, Susan, 2021. "Earned and unearned income: Experimental evidence on expenditures and labor supply in Malawi," Journal of Economic Behavior & Organization, Elsevier, vol. 187(C), pages 33-44.
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    81. Juan Du & Takeshi Yagihashi, 2017. "Health capital investment and time spent on health-related activities," Review of Economics of the Household, Springer, vol. 15(4), pages 1215-1248, December.
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    129. Amann, R. & Klein, T.J., 2011. "Returns to Type or Tenure?," Discussion Paper 2011-001, Tilburg University, Center for Economic Research.
    130. Chris Sakellariou, 2023. "The Effect of Body Image Perceptions on Life Satisfaction and Emotional Wellbeing of Adolescent Students:," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(4), pages 1679-1708, August.
    131. Halbert White & Karim Chalak, 2013. "Identification and Identification Failure for Treatment Effects Using Structural Systems," Econometric Reviews, Taylor & Francis Journals, vol. 32(3), pages 273-317, November.
    132. Anderson, Soren T., 2012. "The demand for ethanol as a gasoline substitute," Journal of Environmental Economics and Management, Elsevier, vol. 63(2), pages 151-168.
    133. Løken, Katrine Vellesen & Mogstad, Magne & Wiswall, Matthew, 2011. "What Linear Estimators Miss: The E ects of Family Income on Child Outcomes," Working Papers in Economics 02/11, University of Bergen, Department of Economics.
    134. Zhang, Hongliang, 2016. "Identification of treatment effects under imperfect matching with an application to Chinese elite schools," Journal of Public Economics, Elsevier, vol. 142(C), pages 56-82.
    135. Dieterle, Steven G. & Snell, Andy, 2016. "A simple diagnostic to investigate instrument validity and heterogeneous effects when using a single instrument," Labour Economics, Elsevier, vol. 42(C), pages 76-86.
    136. Du, Jinfeng & Peiser, Richard B., 2014. "Land supply, pricing and local governments' land hoarding in China," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 180-189.
    137. Pedro Carneiro & Sokbae (Simon) Lee, 2005. "Ability, sorting and wage inequality," CeMMAP working papers CWP16/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    138. Lancker, Kira & Fricke, Lorena & Schmidt, Jörn O., 2019. "Assessing the contribution of artisanal fisheries to food security: A bio-economic modeling approach," Food Policy, Elsevier, vol. 87(C), pages 1-1.
    139. Eric Gautier & Stefan Hoderlein, 2012. "A triangular treatment effect model with random coefficients in the selection equation," CeMMAP working papers 39/12, Institute for Fiscal Studies.
    140. Vassilios Bazinas & Bent Nielsen, 2022. "Causal Transmission in Reduced-Form Models," Econometrics, MDPI, vol. 10(2), pages 1-25, March.
    141. Lance Lochner & Enrico Moretti, 2011. "Estimating and Testing Non-Linear Models Using Instrumental Variables," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20112, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    142. Hassan Ghassan & Prashanta Banerjee, 2015. "A threshold cointegration analysis of asymmetric adjustment of OPEC and non-OPEC monthly crude oil prices," Empirical Economics, Springer, vol. 49(1), pages 305-323, August.
    143. Michael P. Murray, 2014. "Teaching About Heterogeneous Response Models," The Journal of Economic Education, Taylor & Francis Journals, vol. 45(2), pages 110-120, June.
    144. Donovan, John & Frankel, Richard & Lee, Joshua & Martin, Xiumin & Seo, Hojun, 2014. "Issues raised by studying DeFond and Zhang: What should audit researchers do?," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 327-338.
    145. Hill, Nicholas & Wagner, Mathis, 2021. "Heterogeneous effects of consolidation on premiums in Medicare Part D," Journal of Health Economics, Elsevier, vol. 80(C).
    146. Tongxia Li & Tze Chuan ‘Chewie’ Ang, 2022. "Corporate vote trading in Australia," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(S1), pages 1065-1105, April.
    147. Kheiravar, Khaled H, 2019. "Economic and Econometric Analyses of the World Petroleum Industry, Energy Subsidies, and Air Pollution," Institute of Transportation Studies, Working Paper Series qt3gj151w9, Institute of Transportation Studies, UC Davis.

  65. Judith K. Hellerstein & Guido W. Imbens, 1999. "Imposing Moment Restrictions From Auxiliary Data By Weighting," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 1-14, February.
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  66. Angrist, J D & Imbens, G W & Krueger, A B, 1999. "Jackknife Instrumental Variables Estimation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(1), pages 57-67, Jan.-Feb..
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  67. Joshua D. Angrist & Guido W. Imbens, 1999. "Comment on James J. Heckman, "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations"," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 823-827.

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    1. Fernando Ferreira, 2008. "You Can Take it With You: Proposition 13 Tax Benefits, Residential Mobility, and Willingness to Pay for Housing Amenities," Working Papers 08-15, Center for Economic Studies, U.S. Census Bureau.
    2. Etienne Dumont & Bernard Fortin & Nicolas Jacquemet & Bruce Shearer, 2008. "Physicians' Multitasking and Incentives: Empirical Evidence from a Natural Experiment," PSE-Ecole d'économie de Paris (Postprint) halshs-00305308, HAL.
    3. Heckman, James J., 2001. "Econometrics and empirical economics," Journal of Econometrics, Elsevier, vol. 100(1), pages 3-5, January.
    4. Hidehiko Ichimura & Christopher R. Taber, 2000. "Direct Estimation of Policy Impacts," NBER Technical Working Papers 0254, National Bureau of Economic Research, Inc.
    5. Blau, David M. & Tekin, Erdal, 2001. "The Determinants and Consequences of Child Care Subsidies for Single Mothers," IZA Discussion Papers 383, Institute of Labor Economics (IZA).
    6. Alberto Bisin & Andrea Moro, 2020. "LATE for History," NBER Working Papers 28113, National Bureau of Economic Research, Inc.
    7. Dillon, Andrew, 2010. "Do differences in the scale of irrigation projects generate different impacts on poverty and production?," IFPRI discussion papers 1022, International Food Policy Research Institute (IFPRI).
    8. Breen, Richard & Ermisch, John, 2021. "Instrumental Variable Estimation in Demographic Studies: The LATE interpretation of the IV estimator with heterogenous effects," SocArXiv vx9m7, Center for Open Science.

  68. Guido W. Imbens & Richard H. Spady & Phillip Johnson, 1998. "Information Theoretic Approaches to Inference in Moment Condition Models," Econometrica, Econometric Society, vol. 66(2), pages 333-358, March.
    See citations under working paper version above.
  69. Guido W. Imbens, 1997. "One-Step Estimators for Over-Identified Generalized Method of Moments Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 359-383.

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    1. Seojeong Lee, 2014. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for GEL Estimators," Discussion Papers 2014-02, School of Economics, The University of New South Wales.
    2. Ding Nan & Pomi Shahbaz & Shamsheer ul Haq & Muhammad Nadeem & Muhammad Imran, 2023. "The Economies’ Ability to Produce Diversified and Complex Goods to Meet the Global Competition: Role of Gross Value Chain, Institutional Quality, and Human Capital," Sustainability, MDPI, vol. 15(8), pages 1-17, April.
    3. Stefan Boes, 2010. "Count Data Models with Correlated Unobserved Heterogeneity," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 37(3), pages 382-402, September.
    4. Bera, Anil K. & Bilias, Yannis, 2002. "The MM, ME, ML, EL, EF and GMM approaches to estimation: a synthesis," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 51-86, March.
    5. Chen, Song Xi & Gao, Jiti, 2007. "An adaptive empirical likelihood test for parametric time series regression models," Journal of Econometrics, Elsevier, vol. 141(2), pages 950-972, December.
    6. Kim, Jae-Young, 2002. "Limited information likelihood and Bayesian analysis," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 175-193, March.
    7. Syed, Sarfaraz Ali Shah, 2022. "Stock market in the age of COVID19: Mere acclimatization or Stockholm syndrome?," The Journal of Economic Asymmetries, Elsevier, vol. 25(C).
    8. Caner, Mehmet, 2014. "Near exogeneity and weak identification in generalized empirical likelihood estimators: Many moment asymptotics," Journal of Econometrics, Elsevier, vol. 182(2), pages 247-268.
    9. Patrik Guggenberger, 2005. "Monte-carlo evidence suggesting a no moment problem of the continuous updating estimator," Economics Bulletin, AccessEcon, vol. 3(13), pages 1-6.
    10. Patrik Buggenberger & Richard Smith, 2005. "Generalized empirical likelihood tests in time series models with potential identification failure," CeMMAP working papers CWP01/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    11. Anureet Virk Sidhu & Shailesh Rastogi & Rajani Gupte & Venkata Mrudula Bhimavarapu, 2022. "Impact of Liquidity Coverage Ratio on Performance of Select Indian Banks," JRFM, MDPI, vol. 15(5), pages 1-17, May.
    12. Kitamura, Yuichi & Stutzer, Michael, 2002. "Connections between entropic and linear projections in asset pricing estimation," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 159-174, March.
    13. Esmeralda A. Ramalho & Joaquim J. S. Ramalho, 2006. "Two‐Step Empirical Likelihood Estimation Under Stratified Sampling When Aggregate Information Is Available," Manchester School, University of Manchester, vol. 74(5), pages 577-592, September.
    14. Inkmann, Joachim, 2000. "Misspecified heteroskedasticity in the panel probit model: A small sample comparison of GMM and SML estimators," Journal of Econometrics, Elsevier, vol. 97(2), pages 227-259, August.
    15. Guido Imbens, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometric Society World Congress 2000 Contributed Papers 1166, Econometric Society.
    16. Xiaohong Chen & Lars P. Hansen & Peter G. Hansen, 2020. "Robust Identification of Investor Beliefs," Cowles Foundation Discussion Papers 2236, Cowles Foundation for Research in Economics, Yale University.
    17. Anatolyev, Stanislav, 2008. "Method-of-moments estimation and choice of instruments: Numerical computations," Economics Letters, Elsevier, vol. 100(2), pages 217-220, August.
    18. João Madeira & Nuno Palma, 2018. "Measuring Monetary Policy Deviations from the Taylor Rule," Economics Discussion Paper Series 1803, Economics, The University of Manchester.
    19. Whitney K. Newey & Frank Windmeijer, 2005. "GMM with many weak moment conditions," CeMMAP working papers CWP18/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    20. Sowell, Fallaw, 2009. "The empirical saddlepoint likelihood estimator applied to two-step GMM," MPRA Paper 15494, University Library of Munich, Germany, revised May 2009.
    21. Donald, Stephen G. & Imbens, Guido W. & Newey, Whitney K., 2003. "Empirical likelihood estimation and consistent tests with conditional moment restrictions," Journal of Econometrics, Elsevier, vol. 117(1), pages 55-93, November.
    22. Inkmann, Joachim, 2000. "Finite Sample Properties of One-step, Two-step and Bootstrap Empirical Likelihood Approaches to Efficient GMM Estimation," CoFE Discussion Papers 00/03, University of Konstanz, Center of Finance and Econometrics (CoFE).
    23. Seojeong Lee, 2013. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Method of Moments Estimators," Discussion Papers 2013-09, School of Economics, The University of New South Wales.
    24. Kim, Jae-Young, 2014. "An alternative quasi likelihood approach, Bayesian analysis and data-based inference for model specification," Journal of Econometrics, Elsevier, vol. 178(P1), pages 132-145.
    25. Moon, Hyungsik Roger & Schorfheide, Frank, 2009. "Estimation with overidentifying inequality moment conditions," Journal of Econometrics, Elsevier, vol. 153(2), pages 136-154, December.
    26. Richard Smith, 2005. "Weak instruments and empirical likelihood: a discussion of the papers by DWK Andrews and JH Stock and Y Kitamura," CeMMAP working papers CWP13/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    27. Susanne M. Schennach, 2007. "Point estimation with exponentially tilted empirical likelihood," Papers 0708.1874, arXiv.org.
    28. Smith, Richard J., 2007. "Efficient information theoretic inference for conditional moment restrictions," Journal of Econometrics, Elsevier, vol. 138(2), pages 430-460, June.
    29. Hill, Jonathan B. & Prokhorov, Artem, 2016. "GEL estimation for heavy-tailed GARCH models with robust empirical likelihood inference," Journal of Econometrics, Elsevier, vol. 190(1), pages 18-45.
    30. Arndt, Channing & Simler, Kenneth R., 2005. "Estimating utility-consistent poverty lines," FCND briefs 189, International Food Policy Research Institute (IFPRI).
    31. Hill, Jonathan B., 2015. "Robust Generalized Empirical Likelihood for heavy tailed autoregressions with conditionally heteroscedastic errors," Journal of Multivariate Analysis, Elsevier, vol. 135(C), pages 131-152.
    32. James Heckman & Rosa Matzkin & Lars Nesheim, 2005. "Nonparametric estimation of nonadditive hedonic models," CeMMAP working papers CWP03/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    33. Yuichi Kitamura, 2006. "Empirical Likelihood Methods in Econometrics: Theory and Practice," CIRJE F-Series CIRJE-F-430, CIRJE, Faculty of Economics, University of Tokyo.
    34. Fan, Yanqin & Gentry, Matthew & Li, Tong, 2011. "A new class of asymptotically efficient estimators for moment condition models," Journal of Econometrics, Elsevier, vol. 162(2), pages 268-277, June.
    35. Whitney K. Newey & Richard Smith, 2003. "Higher order properties of GMM and generalised empirical likelihood estimators," CeMMAP working papers CWP04/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    36. Taisuke Otsu, 2011. "Moderate Deviations of Generalized Method of Moments and Empirical Likelihood Estimators," Cowles Foundation Discussion Papers 1785, Cowles Foundation for Research in Economics, Yale University.
    37. Victor Chernozhukov & Han Hong, 2023. "An MCMC Approach to Classical Estimation," Papers 2301.07782, arXiv.org.
    38. Ramalho, Joaquim J. S. & Smith, Richard J., 2002. "Generalized empirical likelihood non-nested tests," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 99-125, March.
    39. Nicky L. Grant & Richard J. Smith, 2018. "GEL-based inference with unconditional moment inequality restrictions," CeMMAP working papers CWP23/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    40. Israelov, Roni & Lugauer, Steven, 2011. "Combining empirical likelihood and generalized method of moments estimators: Asymptotics and higher order bias," Statistics & Probability Letters, Elsevier, vol. 81(9), pages 1339-1347, September.
    41. Schorfheide, Frank & Moon, Hyungsik Roger, 2006. "Boosting Your Instruments: Estimation with Overidentifying Inequality Moment Conditions," CEPR Discussion Papers 5605, C.E.P.R. Discussion Papers.
    42. Arndt, Channing & Robinson, Sherman & Tarp, Finn, 2002. "Parameter estimation for a computable general equilibrium model: a maximum entropy approach," Economic Modelling, Elsevier, vol. 19(3), pages 375-398, May.
    43. Whitney K. Newey & Joaquim J.S. Ramalho & Richard J. Smith, 2003. "A symptotic Bias for GMM and GEL Estimators with Estimated Nuisance Parameter," Economics Working Papers 5_2003, University of Évora, Department of Economics (Portugal).
    44. Devereux, Paul J. & Tripathi, Gautam, 2009. "Optimally combining censored and uncensored datasets," Journal of Econometrics, Elsevier, vol. 151(1), pages 17-32, July.
    45. Wang, Xuexin, 2016. "A New Class of Tests for Overidentifying Restrictions in Moment Condition Models," MPRA Paper 69004, University Library of Munich, Germany.
    46. Jeffrey M. Wooldridge, 2004. "Estimating average partial effects under conditional moment independence assumptions," CeMMAP working papers CWP03/04, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    47. Abbassi Abdessalem & Gervais Jean-Philippe, 2010. "Evaluating Reforms in Canadian Chicken Marketing Mechanisms Using a Linear-Quadratic Inventory Model," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 8(1), pages 1-24, February.
    48. Giuseppe Ragusa, 2007. "Bayesian Likelihoods for Moment Condition Models," Working Papers 060714, University of California-Irvine, Department of Economics.
    49. Jiayin Zheng & Junshan Shen & Shuyuan He, 2014. "Adjusted empirical likelihood for right censored lifetime data," Statistical Papers, Springer, vol. 55(3), pages 827-839, August.
    50. Alexandre Belloni & Victor Chernozhukov, 2009. "Posterior Inference in Curved Exponential Families under Increasing Dimensions," Papers 0904.3132, arXiv.org, revised Apr 2014.
    51. Badi H. Baltagi & Chihwa Kao, 2000. "Nonstationary Panels, Cointegration in Panels and Dynamic Panels: A Survey," Center for Policy Research Working Papers 16, Center for Policy Research, Maxwell School, Syracuse University.
    52. Parente, Paulo M.D.C. & Smith, Richard J., 2011. "Gel Methods For Nonsmooth Moment Indicators," Econometric Theory, Cambridge University Press, vol. 27(1), pages 74-113, February.
    53. Amor Keziou & Aida Toma, 2021. "A Robust Version of the Empirical Likelihood Estimator," Mathematics, MDPI, vol. 9(8), pages 1-19, April.
    54. Shane M. Sherlund, 2004. "Quasi Empirical Likelihood Estimation of Moment Condition Models," Econometric Society 2004 North American Summer Meetings 507, Econometric Society.
    55. Dovonon, Prosper, 2008. "Large sample properties of the three-step euclidean likelihood estimators under model misspecification," MPRA Paper 40025, University Library of Munich, Germany, revised 16 May 2010.
    56. Yaroslav Mukhin, 2018. "Sensitivity of Regular Estimators," Papers 1805.08883, arXiv.org.
    57. Whitney K. Newey & Richard Smith, 2003. "Higher order properties of GMM and generalised empirical likelihood estimators," CeMMAP working papers 04/03, Institute for Fiscal Studies.
    58. Antoine, Bertille & Bonnal, Helene & Renault, Eric, 2007. "On the efficient use of the informational content of estimating equations: Implied probabilities and Euclidean empirical likelihood," Journal of Econometrics, Elsevier, vol. 138(2), pages 461-487, June.
    59. Chen, Song Xi & Cui, Hengjian, 2007. "On the second-order properties of empirical likelihood with moment restrictions," Journal of Econometrics, Elsevier, vol. 141(2), pages 492-516, December.
    60. Richard Smith, 2005. "Local GEL methods for conditional moment restrictions," CeMMAP working papers CWP15/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    61. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    62. Levent Kutlu & Robin C. Sickles & Mike G. Tsionas & Emmanuel Mamatzakis, 2022. "Heterogeneous decision-making and market power: an application to Eurozone banks," Empirical Economics, Springer, vol. 63(6), pages 3061-3092, December.
    63. Patrik Guggenberger, 2006. "Finite-Sample Evidence Suggesting a Heavy Tail Problem of the Generalized Empirical Likelihood Estimator, accepted for publication, Econometric Reviews," UCLA Economics Online Papers 371, UCLA Department of Economics.
    64. Parente, Paulo M.D.C. & Smith, Richard J., 2017. "Tests of additional conditional moment restrictions," Journal of Econometrics, Elsevier, vol. 200(1), pages 1-16.
    65. Smith, Richard J., 2011. "Gel Criteria For Moment Condition Models," Econometric Theory, Cambridge University Press, vol. 27(6), pages 1192-1235, December.
    66. Joachim Inkmann, 2010. "Estimating Firm Size Elasticities of Product and Process R&D," Economica, London School of Economics and Political Science, vol. 77(306), pages 384-402, April.
    67. Patrik Guggenberger & Jinyong Hahn, 2005. "Finite Sample Properties of the Two-Step Empirical Likelihood Estimator," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 247-263.
    68. Giuseppe Ragusa, 2011. "Minimum Divergence, Generalized Empirical Likelihoods, and Higher Order Expansions," Econometric Reviews, Taylor & Francis Journals, vol. 30(4), pages 406-456, August.
    69. Zhichao Liu & Catherine Forbes & Heather Anderson, 2017. "Robust Bayesian exponentially tilted empirical likelihood method," Monash Econometrics and Business Statistics Working Papers 21/17, Monash University, Department of Econometrics and Business Statistics.
    70. Joaquim J.S. Ramalho & Richard J. Smith, 2005. "Goodness of Fit Tests for Moment Condition Models," Economics Working Papers 5_2005, University of Évora, Department of Economics (Portugal).
    71. Joe, Harry & Lee, Youngjo, 2009. "On weighting of bivariate margins in pairwise likelihood," Journal of Multivariate Analysis, Elsevier, vol. 100(4), pages 670-685, April.
    72. Kundhi, Gubhinder & Rilstone, Paul, 2012. "Edgeworth expansions for GEL estimators," Journal of Multivariate Analysis, Elsevier, vol. 106(C), pages 118-146.
    73. Nevo, Aviv, 2002. "Sample selection and information-theoretic alternatives to GMM," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 149-157, March.
    74. Inkmann, J., 2005. "Inverse Probability Weighted Generalised Empirical Likelihood Estimators : Firm Size and R&D Revisited," Discussion Paper 2005-131, Tilburg University, Center for Economic Research.
    75. Seojeong Lee, 2018. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Empirical Likelihood Estimators," Papers 1806.00953, arXiv.org, revised Jun 2018.
    76. Mikio Ito & Akihiko Noda, 2010. "The GEL Estimates Resolve the Risk-free Rate Puzzle in Japan," Keio/Kyoto Joint Global COE Discussion Paper Series 2010-007, Keio/Kyoto Joint Global COE Program.
    77. Bond, Stephen & Bowsher, Clive & Windmeijer, Frank, 2001. "Criterion-based inference for GMM in autoregressive panel data models," Economics Letters, Elsevier, vol. 73(3), pages 379-388, December.
    78. Philip Kostov, 2013. "Empirical likelihood estimation of the spatial quantile regression," Journal of Geographical Systems, Springer, vol. 15(1), pages 51-69, January.
    79. Nevo, Aviv, 2003. "Using Weights to Adjust for Sample Selection When Auxiliary Information Is Available," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 43-52, January.
    80. Jin, Fei & Lee, Lung-fei, 2019. "GEL estimation and tests of spatial autoregressive models," Journal of Econometrics, Elsevier, vol. 208(2), pages 585-612.
    81. Esmerelda A. Ramalho & Richard Smith, 2003. "Discrete choice non-response," CeMMAP working papers CWP07/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    82. A. Felipe & N. Martín & P. Miranda & L. Pardo, 2018. "Testing with Exponentially Tilted Empirical Likelihood," Methodology and Computing in Applied Probability, Springer, vol. 20(4), pages 1319-1358, December.
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    1. Mathilde Godard, 2014. "Gaining Weight through Retirement ? Results from the SHARE Survey," Working Papers 2014-19, Center for Research in Economics and Statistics.
    2. Zheng Fang & Andres Santos & Azeem Shaikh & Alexander Torgovitsky, 2020. "Inference for Large-Scale Linear Systems with Known Coefficients," Working Papers 2020-134, Becker Friedman Institute for Research In Economics.
    3. Gordon B. Dahl & Andreas Ravndal Kostøl & Magne Mogstad, 2014. "Family Welfare Cultures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1711-1752.
    4. Adekambi, Souleimane Adeyemi & Diagne, Aliou & Simtowe, Franklin & Biaou, Gauthier, 2009. "The Impact of Agricultural Technology Adoption on Poverty: The case of NERICA rice varieties in Benin," 2009 Conference, August 16-22, 2009, Beijing, China 51645, International Association of Agricultural Economists.
    5. Staubli, Stefan & Haller, Andreas & Zweimüller, Josef, 2020. "Designing Disability Insurance Reforms: Tightening Eligibility Rules or Reducing Benefits?," CEPR Discussion Papers 15121, C.E.P.R. Discussion Papers.
    6. Siyu Heng & Dylan S. Small & Paul R. Rosenbaum, 2020. "Finding the strength in a weak instrument in a study of cognitive outcomes produced by Catholic high schools," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(3), pages 935-958, June.
    7. Black, Dan A. & Joo, Joonhwi & LaLonde, Robert & Smith, Jeffrey A. & Taylor, Evan J., 2022. "Simple Tests for Selection: Learning More from Instrumental Variables," Labour Economics, Elsevier, vol. 79(C).
    8. Daniel L. Millimet & Le Wang, 2011. "Is the Quantity-Quality Trade-Off a Trade-Off for All, None, or Some?," Economic Development and Cultural Change, University of Chicago Press, vol. 60(1), pages 155-195.
    9. Yu-Chin Hsu & Ta-Cheng Huang & Haiqing Xu, 2018. "Testing for Unobserved Heterogeneous Treatment Effects with Observational Data," Papers 1803.07514, arXiv.org, revised Aug 2021.
    10. Kedagni, Desire, 2018. "Identifying Treatment Effects in the Presence of Confounded Types," ISU General Staff Papers 201809110700001056, Iowa State University, Department of Economics.
    11. Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2021. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP16/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    12. Dmitry Arkhangelsky, 2019. "Dealing with a Technological Bias: The Difference-in-Difference Approach," Working Papers wp2019_1903, CEMFI.
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    153. Clément de Chaisemartin & Xavier d'Haultfoeuille, 2012. "Late Again with Defiers," Working Papers halshs-00699646, HAL.
    154. Estelle Bellity & Fabrice Gilles & Yannick L'Horty & Laurent Sarfati, 2016. "Faut-il encourager les étudiants à améliorer leur orthographe ?," TEPP Research Report 2016-01, TEPP.
    155. Matthew L. Comey & Amanda R. Eng & Zhuan Pei, 2022. "Supercompliers," Papers 2212.14105, arXiv.org, revised Aug 2023.
    156. Denis Conniffe & Vanessa Gash & Philip J. O'Connell, 2000. "Evaluating State Programmes - “Natural Experiments” and Propensity Scores," The Economic and Social Review, Economic and Social Studies, vol. 31(4), pages 283-308.
    157. Aronow, Peter M. & Green, Donald P., 2013. "Sharp bounds for complier average potential outcomes in experiments with noncompliance and incomplete reporting," Statistics & Probability Letters, Elsevier, vol. 83(3), pages 677-679.
    158. Manu Navjeevan & Rodrigo Pinto & Andres Santos, 2023. "Identification and Estimation in a Class of Potential Outcomes Models," Papers 2310.05311, arXiv.org.
    159. Kara E. Rudolph & Mark J. Laan, 2017. "Robust estimation of encouragement design intervention effects transported across sites," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(5), pages 1509-1525, November.
    160. Pedro Carneiro & Sokbae (Simon) Lee, 2005. "Ability, sorting and wage inequality," CeMMAP working papers CWP16/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    161. Brutscher, P-B., 2012. "Making Sense of Oil Stamp Saving Schemes," Cambridge Working Papers in Economics 1203, Faculty of Economics, University of Cambridge.
    162. Benjamin Schoefer, 2018. "Marginal Jobs and Job Surplus: Evidence from Separations and Unemployment Insurance," 2018 Meeting Papers 1309, Society for Economic Dynamics.
    163. Roberto Gabriele & Marco Zamarian & Enrico Zaninotto, 2006. "Assessing the economic impact of public industrial policies: an empirical investigation on subsidies," ROCK Working Papers 039, Department of Computer and Management Sciences, University of Trento, Italy, revised 12 Jun 2008.
    164. Matti Sarvimäki & Kari Hämäläinen, 2016. "Integrating Immigrants: The Impact of Restructuring Active Labor Market Programs," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 479-508.
    165. Humlum, Anders & Munch, Jakob R. & Plato, Pernille, 2023. "Changing Tracks: Human Capital Investment after Loss of Ability," IZA Discussion Papers 15992, Institute of Labor Economics (IZA).
    166. Xiao‐Hua Zhou & Huazhen Lin & Eric Johnson, 2008. "Non‐parametric heteroscedastic transformation regression models for skewed data with an application to health care costs," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 70(5), pages 1029-1047, November.
    167. Susan Dynarski & CJ Libassi & Katherine Michelmore & Stephanie Owen, 2021. "Closing the Gap: The Effect of Reducing Complexity and Uncertainty in College Pricing on the Choices of Low-Income Students," American Economic Review, American Economic Association, vol. 111(6), pages 1721-1756, June.
    168. Francesco Filippucci, 2022. "What Do NEETs Need? The Effect of Combining Activation Policies and Cash Transfers," PSE Working Papers halshs-03524083, HAL.
    169. Poeschel, Friedrich, 2014. "Assignment vs. choice: lessons from training vouchers," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100606, Verein für Socialpolitik / German Economic Association.
    170. Fiorini, Mario & Katrien Stevens, 2014. "Assessing the Monotonicity Assumption in IV and fuzzy RD designs," Working Papers 2014-13, University of Sydney, School of Economics.
    171. L. Altstein & G. Li, 2013. "Latent Subgroup Analysis of a Randomized Clinical Trial through a Semiparametric Accelerated Failure Time Mixture Model," Biometrics, The International Biometric Society, vol. 69(1), pages 52-61, March.
    172. Yongyun Shin, 2012. "Do Black Children Benefit More From Small Classes? Multivariate Instrumental Variable Estimators With Ignorable Missing Data," Journal of Educational and Behavioral Statistics, , vol. 37(4), pages 543-574, August.
    173. Mahoukede, Kinkingninhoun-Medagbe & Aliou, Diagne & Rita A., Agboh-Noameshie, 2015. "Impact of NERICA Adoption on Productivity and Income in Benin: Is There Gender Difference?," 2015 Conference, August 9-14, 2015, Milan, Italy 211634, International Association of Agricultural Economists.
    174. Steven Lehrer & Weili Ding, 2004. "Estimating Dynamic Treatment Effects from Project STAR," Econometric Society 2004 North American Summer Meetings 252, Econometric Society.

  71. Lancaster, Tony & Imbens, Guido, 1996. "Case-control studies with contaminated controls," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 145-160.
    See citations under working paper version above.
  72. Imbens, Guido W. & Lancaster, Tony, 1996. "Efficient estimation and stratified sampling," Journal of Econometrics, Elsevier, vol. 74(2), pages 289-318, October.
    See citations under working paper version above.
  73. Imbens, Guido & van der Klaauw, Wilbert, 1995. "Evaluating the Cost of Conscription in The Netherlands," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 207-215, April.
    See citations under working paper version above.
  74. Guido W. Imbens & Tony Lancaster, 1994. "Combining Micro and Macro Data in Microeconometric Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 655-680.
    See citations under working paper version above.
  75. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    See citations under working paper version above.
  76. Imbens, G W, 1994. "Transition Models in a Non-stationary Environment," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 703-720, November.

    Cited by:

    1. van Ommeren, Jos & Rietveld, Piet & Nijkamp, Peter, 2002. "A bivariate duration model for job mobility of two-earner households," European Journal of Operational Research, Elsevier, vol. 137(3), pages 574-587, March.
    2. Guido W. Imbens & Lisa M. Lynch, 1993. "Re-Employment Probabilities over the Business Cycle," NBER Working Papers 4585, National Bureau of Economic Research, Inc.
    3. B. Dormont & D. Fougère & A. Prieto, 2001. "L'effet de l'allocation unique dégressive sur la reprise d'emploi," THEMA Working Papers 2001-05, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    4. Dohmen, Thomas J. & Pfann, Gerard A., 2004. "Worker separations in a nonstationary corporate environment," European Economic Review, Elsevier, vol. 48(3), pages 645-663, June.
    5. Kalwij, Adriaan, 2001. "Individuals' Unemployment Experiences: Heterogeneity and Business Cycle Effects," IZA Discussion Papers 370, Institute of Labor Economics (IZA).
    6. Gordon Wilkinson, 1997. "A Micro Approach to the Issue of Hysteresis in Unemployment: Evidence from the 1988­1990 Labour Market Activity Survey," Staff Working Papers 97-12, Bank of Canada.
    7. Boockmann, Bernhard & Fries, Jan & Göbel, Christian, 2018. "Specific measures for older employees and late career employment," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 159-174.
    8. Hesselius, Patrik, 2007. "Does sickness absence increase the risk of unemployment?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 36(2), pages 288-310, April.
    9. Hesselius, Patrik, 2003. "Does Sick Absence Increase the Risk of Unemployment?," Working Paper Series 2003:15, Uppsala University, Department of Economics.
    10. van den Berg, Gerard J. & van der Klaauw, Bas, 2001. "Combining micro and macro unemployment duration data," Journal of Econometrics, Elsevier, vol. 102(2), pages 271-309, June.
    11. Charles W. Calomiris & Joseph R. Mason, 2001. "Causes of U.S. bank distress during the depression," Proceedings 714, Federal Reserve Bank of Chicago.
    12. Mark Yuying An & Ming Liu, 2000. "Using Indirect Inference To Solve The Initial-Conditions Problem," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 656-667, November.
    13. Ananyev, Mikhail & Dohmen, Thomas & Lehmann, Hartmut, 2020. "The Bonding Effect of Deferred Compensation: Worker Separations from a Large Firm in Early Transition Russia," IZA Discussion Papers 13358, Institute of Labor Economics (IZA).
    14. Kalwij, Adriaan, 2001. "Individuals' Unemployment Durations over the Business Cycle," IZA Discussion Papers 369, Institute of Labor Economics (IZA).

  77. Imbens, Guido W, 1992. "An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling," Econometrica, Econometric Society, vol. 60(5), pages 1187-1214, September.
    See citations under working paper version above.

Software components

  1. Alberto Abadie & Jane Leber Herr & Guido W. Imbens & David M. Drukker, 2004. "NNMATCH: Stata module to compute nearest-neighbor bias-corrected estimators," Statistical Software Components S439701, Boston College Department of Economics.

    Cited by:

    1. Stefanie Hof & Mirjam Strupler & Stefan C. Wolter, 2011. "Quereinsteiger in den Lehrberuf am Beispiel der schweizerischen Berufsbildung," Economics of Education Working Paper Series 0059, University of Zurich, Department of Business Administration (IBW).
    2. Tabasso, Domenico, 2011. "Temporary Contracts and Monopsony Power in the UK Labour Market," IZA Discussion Papers 5867, Institute of Labor Economics (IZA).
    3. Petri Böckerman & Eero Lehto, 2006. "Enemy of Labour? Analysing the Employment Effects of Mergers and Acquisitions," Working Papers 221, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.

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