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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, 2023. "Asymptotically Unbiased Synthetic Control Methods by Density Matching," Papers 2307.11127, arXiv.org, revised Feb 2025.
    2. Jesús Fernández-Villaverde & Galo Nuno & Jesse Perla, 2024. "Taming the Curse of Dimensionality:Quantitative Economics with Deep Learning," PIER Working Paper Archive 24-034, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    3. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    4. 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. Apoorva Lal, 2025. "When can we get away with using the two-way fixed effects regression?," Papers 2503.05125, arXiv.org.
    2. Yiqing Xu & Anqi Zhao & Peng Ding, 2024. "Factorial Difference-in-Differences," Papers 2407.11937, arXiv.org, revised Jan 2025.
    3. Dmitry Arkhangelsky & Aleksei Samkov, 2024. "Sequential Synthetic Difference in Differences," Papers 2404.00164, arXiv.org.
    4. Gregory Faletto, 2023. "Fused Extended Two-Way Fixed Effects for Difference-in-Differences With Staggered Adoptions," Papers 2312.05985, arXiv.org, revised Apr 2025.

  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. Baul, Tushi & Karlan, Dean & Toyama, Kentaro & Vasilaky, Kathryn, 2024. "Improving smallholder agriculture via video-based group extension," Journal of Development Economics, Elsevier, vol. 169(C).
    2. 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.
    3. Ke Sun & Linglong Kong & Hongtu Zhu & Chengchun Shi, 2024. "ARMA-Design: Optimal Treatment Allocation Strategies for A/B Testing in Partially Observable Time Series Experiments," Papers 2408.05342, arXiv.org, revised Jan 2025.

  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. Callaway, Brantly & Karami, Sonia, 2023. "Treatment effects in interactive fixed effects models with a small number of time periods," Journal of Econometrics, Elsevier, vol. 233(1), pages 184-208.
    2. Achille Nazaret & Claudia Shi & David M. Blei, 2023. "On the Misspecification of Linear Assumptions in Synthetic Control," Papers 2302.12777, arXiv.org.
    3. Anish Agarwal & Vasilis Syrgkanis, 2022. "Synthetic Blip Effects: Generalizing Synthetic Controls for the Dynamic Treatment Regime," Papers 2210.11003, arXiv.org.
    4. 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. 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 2024.
    6. Andrew Baker & Brantly Callaway & Scott Cunningham & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2025. "Difference-in-Differences Designs: A Practitioner's Guide," Papers 2503.13323, arXiv.org.
    7. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    8. 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.
    9. Nathan Kallus & Miruna Oprescu, 2022. "Robust and Agnostic Learning of Conditional Distributional Treatment Effects," Papers 2205.11486, arXiv.org, revised Feb 2023.
    10. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.

  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. Alberto Abadie & Jinglong Zhao, 2021. "Synthetic Controls for Experimental Design," Papers 2108.02196, arXiv.org, revised Apr 2025.
    2. 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.
    3. Xiaomeng Zhang & Wendun Wang & Xinyu Zhang, 2022. "Asymptotic Properties of the Synthetic Control Method," Papers 2211.12095, arXiv.org.
    4. Jiafeng Chen, 2022. "Synthetic Control As Online Linear Regression," Papers 2202.08426, arXiv.org, revised Nov 2022.
    5. 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.
    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. Ruohan Zhan & Shichao Han & Yuchen Hu & Zhenling Jiang, 2024. "Estimating Treatment Effects under Recommender Interference: A Structured Neural Networks Approach," Papers 2406.14380, arXiv.org, revised Jul 2024.
    2. Guido W. Imbens, 2022. "Causality in Econometrics: Choice vs Chance," Econometrica, Econometric Society, vol. 90(6), pages 2541-2566, November.
    3. Eric Auerbach & Yong Cai, 2022. "Heterogeneous Treatment Effects for Networks, Panels, and other Outcome Matrices," Papers 2205.01246, arXiv.org, revised Oct 2022.
    4. 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.
    5. 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.
    6. 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. 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.
    3. 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.
    4. Apoorva Lal & Wenjing Zheng & Simon Ejdemyr, 2023. "A Framework for Generalization and Transportation of Causal Estimates Under Covariate Shift," Papers 2301.04776, arXiv.org.
    5. 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.
    6. Ashesh Rambachan & Amanda Coston & Edward Kennedy, 2022. "Robust Design and Evaluation of Predictive Algorithms under Unobserved Confounding," Papers 2212.09844, arXiv.org, revised May 2024.

  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 Jan 2025.
    2. Dalia Ghanem & Pedro H. C. Sant'Anna & Kaspar Wuthrich, 2022. "Selection and parallel trends," Papers 2203.09001, arXiv.org, revised Mar 2024.
    3. Ben Deaner & Chen-Wei Hsiang & Andrei Zeleneev, 2025. "Inferring Treatment Effects in Large Panels by Uncovering Latent Similarities," Papers 2503.20769, arXiv.org, revised Mar 2025.
    4. 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. "Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference," Papers 2107.12420, arXiv.org, revised Jun 2024.

    Cited by:

    1. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Jan 2025.
    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. Francisco Blasques & Paolo Gorgi & Siem Jan Koopman & Noah Stegehuis, 2024. "Mitigating Estimation Risk: a Data-Driven Fusion of Experimental and Observational Data," Tinbergen Institute Discussion Papers 24-066/III, Tinbergen Institute.
    3. 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.
    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. Yechan Park & Yuya Sasaki, 2024. "A Bracketing Relationship for Long-Term Policy Evaluation with Combined Experimental and Observational Data," Papers 2401.12050, arXiv.org.
    6. Yechan Park & Yuya Sasaki, 2024. "Matching $\leq$ Hybrid $\leq$ Difference in Differences," Papers 2411.07952, arXiv.org, revised Feb 2025.
    7. Tatyana Deryugina & Julian Reif, 2023. "The Long-run Effect of Air Pollution on Survival," NBER Working Papers 31858, National Bureau of Economic Research, Inc.
    8. 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.
    9. George Z. Gui, 2024. "Combining Observational and Experimental Data to Improve Efficiency Using Imperfect Instruments," Marketing Science, INFORMS, vol. 43(2), pages 378-391, March.
    10. 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 2024.
    11. Li, Ting & Shi, Chengchun & Wen, Qianglin & Sui, Yang & Qin, Yongli & Lai, Chunbo & Zhu, Hongtu, 2024. "Combining experimental and historical data for policy evaluation," LSE Research Online Documents on Economics 125588, London School of Economics and Political Science, LSE Library.
    12. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    13. 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.
    14. 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.
    15. 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.
    16. George Z. Gui, 2020. "Combining Observational and Experimental Data to Improve Efficiency Using Imperfect Instruments," Papers 2010.05117, arXiv.org, revised Dec 2023.
    17. Yechan Park & Yuya Sasaki, 2024. "The Informativeness of Combined Experimental and Observational Data under Dynamic Selection," Papers 2403.16177, arXiv.org.

  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. 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.
    3. Battistin, Erich & De Nadai, Michele & Krishnan, Nandini, 2020. "The Insights and Illusions of Consumption Measurements," IZA Discussion Papers 13222, Institute of Labor Economics (IZA).
    4. Yechan Park & Yuya Sasaki, 2024. "A Bracketing Relationship for Long-Term Policy Evaluation with Combined Experimental and Observational Data," Papers 2401.12050, arXiv.org.
    5. 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.
    6. 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.
    7. Mogstad, Magne & Salvanes, Kjell G. & Torsvik, Gaute, 2025. "Income Equality in the Nordic Countries: Myths, Facts, and Lessons," IZA Discussion Papers 17677, Institute of Labor Economics (IZA).
    8. 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.
    9. 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.
    10. 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.
    11. John A. List & Ragan Petrie & Anya Samek, 2023. "How Experiments with Children Inform Economics," Journal of Economic Literature, American Economic Association, vol. 61(2), pages 504-564, June.
    12. 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.
    13. Jinglong Zhao, 2024. "Experimental Design For Causal Inference Through An Optimization Lens," Papers 2408.09607, arXiv.org, revised Aug 2024.
    14. Kasy, Maximilian, 2024. "The Political Economy of AI: Towards Democratic Control of the Means of Prediction," IZA Discussion Papers 16948, Institute of Labor Economics (IZA).
    15. A. Stefano Caria & Grant Gordon & Maximilian Kasy & Simon Quinn & Soha Shami & Alexander Teytelboym, 2020. "An Adaptive Targeted Field Experiment: Job Search Assistance for Refugees in Jordan," CSAE Working Paper Series 2020-20, Centre for the Study of African Economies, University of Oxford.
    16. 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 2024.
    17. 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).
    18. Germ'an Reyes, 2023. "Cognitive Endurance, Talent Selection, and the Labor Market Returns to Human Capital," Papers 2301.02575, arXiv.org.
    19. Mariano Tommasi, 2023. "Latin America and the Caribbean in the first quarter of the 21st century. What should be reformed, what can be reformed, and how to think about it?," Working Papers 170, Universidad de San Andres, Departamento de Economia, revised Jul 2024.
    20. Dave Donaldson, 2022. "Blending Theory and Data: A Space Odyssey," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 185-210, Summer.
    21. 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.
    22. 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).
    23. Brett R. Gordon & Robert Moakler & Florian Zettelmeyer, 2023. "Predictive Incrementality by Experimentation (PIE) for Ad Measurement," Papers 2304.06828, arXiv.org.
    24. Shan Huang & Chen Wang & Yuan Yuan & Jinglong Zhao & Brocco & Zhang, 2023. "Estimating Effects of Long-Term Treatments," Papers 2308.08152, arXiv.org, revised Dec 2024.
    25. Pol Campos-Mercade & Armando N. Meier & Stephan Meier & Devin Pope & Florian H. Schneider & Erik Wengström, 2024. "Incentives to Vaccinate," CESifo Working Paper Series 11379, CESifo.
      • Pol Campos-Mercade & Armando N. Meier & Stephan Meier & Devin Pope & Florian H. Schneider & Erik Wengstroem, 2025. "Incentives to Vaccinate," CEBI working paper series 24-15, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
      • Pol Campos-Mercade & Armando N. Meier & Stephan Meier & Devin G. Pope & Florian H. Schneider & Erik Wengström, 2024. "Incentives to Vaccinate," NBER Working Papers 32899, National Bureau of Economic Research, Inc.
    26. Yacoubou Djima, Ismael & Kilic, Talip, 2024. "Attenuating measurement errors in agricultural productivity analysis by combining objective and self-reported survey data," Journal of Development Economics, Elsevier, vol. 168(C).
    27. Toru Kitagawa & Jeff Rowley, 2024. "Bandit Algorithms for Policy Learning: Methods, Implementation, and Welfare-performance," Papers 2409.00379, arXiv.org.
    28. 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.
    29. Zhexiao Lin & Pablo Crespo, 2024. "Variance reduction combining pre-experiment and in-experiment data," Papers 2410.09027, arXiv.org.
    30. Yechan Park & Yuya Sasaki, 2024. "The Informativeness of Combined Experimental and Observational Data under Dynamic Selection," Papers 2403.16177, arXiv.org.
    31. Ron Berman & Elea McDonnell Feit, 2024. "Latent Stratification for Incrementality Experiments," Marketing Science, INFORMS, vol. 43(4), pages 903-917, July.
    32. 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.
    33. 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. Nilsen, Øivind A. & Raknerud, Arvid, 2024. "Dynamics of first-time patenting firms," Research Policy, Elsevier, vol. 53(8).
    2. 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).
    3. Myungkou Shin, 2022. "Finitely Heterogeneous Treatment Effect in Event-study," Papers 2204.02346, arXiv.org, revised Oct 2024.
    4. Ben Deaner & Chen-Wei Hsiang & Andrei Zeleneev, 2025. "Inferring Treatment Effects in Large Panels by Uncovering Latent Similarities," Papers 2503.20769, arXiv.org, revised Mar 2025.
    5. Borusyak, Kirill & Jaravel, Xavier & Spiess, Jann, 2024. "Revisiting event-study designs: robust and efficient estimation," LSE Research Online Documents on Economics 123781, London School of Economics and Political Science, LSE Library.
    6. 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).
    7. Jiaming Mao & Jingzhi Xu, 2020. "Ensemble Learning with Statistical and Structural Models," Papers 2006.05308, arXiv.org.
    8. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    9. 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.
    10. 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.
    11. Albert Chiu & Xingchen Lan & Ziyi Liu & Yiqing Xu, 2023. "Causal Panel Analysis under Parallel Trends: Lessons from A Large Reanalysis Study," Papers 2309.15983, arXiv.org, revised Mar 2025.
    12. 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.
    13. 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.
    14. Ihsaan Bassier, 2022. "Collective bargaining and spillovers in local labor markets," CEP Discussion Papers dp1895, Centre for Economic Performance, LSE.

  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. Kulkarni, Nirupama & Malmendier, Ulrike, 2022. "Homeownership segregation," Journal of Monetary Economics, Elsevier, vol. 129(C), pages 123-149.
    2. Markku Maula & Wouter Stam, 2020. "Enhancing Rigor in Quantitative Entrepreneurship Research," Entrepreneurship Theory and Practice, , vol. 44(6), pages 1059-1090, November.
    3. Florian F Gunsilius, 2025. "A primer on optimal transport for causal inference with observational data," Papers 2503.07811, arXiv.org, revised Mar 2025.
    4. 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.
    5. Pamela Giustinelli, 2022. "Expectations in Education: Framework, Elicitation, and Evidence," Working Papers 2022-026, Human Capital and Economic Opportunity Working Group.
    6. Jonathan Fuhr & Philipp Berens & Dominik Papies, 2024. "Estimating Causal Effects with Double Machine Learning -- A Method Evaluation," Papers 2403.14385, arXiv.org, revised Apr 2024.
    7. 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.
    8. 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.
    9. Pablo Geraldo Bast'ias, 2024. "Credible causal inference beyond toy models," Papers 2402.11659, arXiv.org.
    10. Philipp Baumann & Enzo Rossi & Michael Schomaker, 2022. "Estimating the effect of central bank independence on inflation using longitudinal targeted maximum likelihood estimation," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Machine learning in central banking, volume 57, Bank for International Settlements.
    11. Jiawei Fu, 2024. "Extracting Mechanisms from Heterogeneous Effects: An Identification Strategy for Mediation Analysis," Papers 2403.04131, arXiv.org, revised Oct 2024.
    12. {O}yvind Hoveid, 2021. "Constructing valid instrumental variables in generalized linear causal models from directed acyclic graphs," Papers 2102.08056, arXiv.org.
    13. Emmet Hall-Hoffarth, 2022. "Causal Discovery of Macroeconomic State-Space Models," Papers 2204.02374, arXiv.org.
    14. Neil Christy & Amanda Ellen Kowalski, 2024. "Counting Defiers in Health Care: A Design-Based Model of an Experiment Can Reveal Evidence Against Monotonicity," Papers 2412.16352, arXiv.org, revised Mar 2025.
    15. Florian Gunsilius, 2019. "A path-sampling method to partially identify causal effects in instrumental variable models," Papers 1910.09502, arXiv.org, revised Jun 2020.
    16. 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.
    17. 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.
    18. Cengiz, Doruk & Tekgüç, Hasan, 2024. "Counterfactual reconciliation: Incorporating aggregation constraints for more accurate causal effect estimates," International Journal of Forecasting, Elsevier, vol. 40(2), pages 564-580.
    19. 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).
    20. Martin Huber, 2024. "An introduction to causal discovery," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 160(1), pages 1-16, December.
    21. Jin Li & Ye Luo & Zigan Wang & Xiaowei Zhang, 2021. "Asymptotic Theory for IV-Based Reinforcement Learning with Potential Endogeneity," Papers 2103.04021, arXiv.org, revised Dec 2024.
    22. Emil Aas Stoltenberg, 2022. "Regression discontinuity design with right-censored survival data," Papers 2210.02548, arXiv.org.
    23. 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.
    24. Guido W. Imbens, 2022. "Causality in Econometrics: Choice vs Chance," Econometrica, Econometric Society, vol. 90(6), pages 2541-2566, November.
    25. 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).
    26. Christoph Breunig & Patrick Burauel, 2021. "Testability of Reverse Causality Without Exogenous Variation," Papers 2107.05936, arXiv.org, revised Apr 2024.
    27. Leonardo Marinho, 2022. "Causal Impulse Responses for Time Series," Working Papers Series 570, Central Bank of Brazil, Research Department.
    28. 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.
    29. 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.
    30. Marc F. Bellemare & Jeffrey R. Bloem & Noah Wexler, 2024. "The Paper of How: Estimating Treatment Effects Using the Front‐Door Criterion," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(4), pages 951-993, August.
    31. Miljkovic, Dragan & Goetz, Cole, 2022. "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(01), December.
    32. 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.
    33. 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.
    34. Mo, Bin & Nie, He & Zhao, Rongjie, 2024. "Dynamic nonlinear effects of geopolitical risks on commodities: Fresh evidence from quantile methods," Energy, Elsevier, vol. 288(C).
    35. 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).
    36. Öberg, Stefan, 2021. "Treatment for natural experiments: How to improve causal estimates using conceptual definitions and substantive interpretations," SocArXiv pkyue, Center for Open Science.
    37. 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).
    38. Alberto Bisin & Andrea Moro, 2020. "LATE for History," NBER Working Papers 28113, National Bureau of Economic Research, Inc.
    39. Cengiz, Doruk & Tekgüç, Hasan, 2022. "Counterfactual Reconciliation: Incorporating Aggregation Constraints For More Accurate Causal Effect Estimates," MPRA Paper 114478, University Library of Munich, Germany.
    40. 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.
    41. Hernando Grueso, 2023. "Unveiling the Causal Mechanisms Within Multidimensional Poverty," Evaluation Review, , vol. 47(6), pages 1107-1134, December.
    42. Loftus, Joshua R., 2024. "Position: the causal revolution needs scientific pragmatism," LSE Research Online Documents on Economics 125578, London School of Economics and Political Science, LSE Library.
    43. 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.
    44. Jeannette Money, 2025. "The Politics of Migration in the 21st Century: Employing Systemism to Advance Research Strategies," Social Sciences, MDPI, vol. 14(2), pages 1-19, February.
    45. Vikram Dayal & Anand Murugesan, 2020. "Demystifying causal inference: ingredients of a recipe," IEG Working Papers 393, Institute of Economic Growth.
    46. 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.
    47. 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.
    48. 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.
    49. Shishir Shakya & Nabamita Dutta, 2024. "How Individualism Influences Female Financial Inclusion through Education: Evidence from Historical Prevalence of Infectious Diseases," Working Papers 24-07, Department of Economics, Appalachian State University.
    50. Andrew Ellis & Heidi Christina Thysen, 2021. "Subjective Causality in Choice," Papers 2106.05957, arXiv.org, revised Mar 2025.
    51. Neil Christy & A. E. Kowalski, 2024. "Starting Small: Prioritizing Safety over Efficacy in Randomized Experiments Using the Exact Finite Sample Likelihood," Papers 2407.18206, arXiv.org.

  14. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference in Differences," Working Papers wp2019_1907, CEMFI.

    Cited by:

    1. Adolfsen, Jakob Feveile & Heissel, Malte & Manu, Ana-Simona & Vinci, Francesca, 2024. "Burn now or never? Climate change exposure and investment of fossil fuel firms," Working Paper Series 2945, European Central Bank.
    2. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls with Staggered Adoption," Papers 1912.03290, arXiv.org, revised Jan 2021.
    3. Nuno Garoupa & Rok Spruk, 2024. "Populist Constitutional Backsliding and Judicial Independence: Evidence from Turkiye," Papers 2410.02439, arXiv.org.
    4. Adam Scavette, 2023. "The Economic Impact of a Casino Monopoly: Evidence from Atlantic City," Working Paper 23-07, Federal Reserve Bank of Richmond.
    5. Carter, Colin A. & Steinbach, Sandro, 2024. "Did grain futures prices overreact to the Russia–Ukraine war due to herding?," Journal of Commodity Markets, Elsevier, vol. 35(C).
    6. Lijun Ma & Cong Liu & Yong Zhan, 2024. "How smart city construction affects destination tourism efficiency," Tourism Economics, , vol. 30(6), pages 1600-1623, September.
    7. 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.
    8. Timo Mueller-Tribbensee & Klaus M. Miller & Bernd Skiera, 2024. "Paying for Privacy: Pay-or-Tracking Walls," Papers 2403.03610, arXiv.org.
    9. Shi, Wei & Wei, Jingran, 2023. "In the crossfire: Multinational companies and consumer boycotts," China Economic Review, Elsevier, vol. 77(C).
    10. Romain Baeriswyl & Alex Oktay & Marc-Antoine Ramelet, 2023. "Exchange rate shocks and equity prices: the role of currency denomination," Working Papers 2023-05, Swiss National Bank.
    11. 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.
    12. 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.
    13. Porreca, Zachary, 2023. "Gentrification, gun violence, and drug markets," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 235-256.
    14. Jan C. van Ours, 2024. "No Novelty Effect but a Honeymoon that Lasts On the Attendance Effects of New Football Stadiums," Tinbergen Institute Discussion Papers 24-010/V, Tinbergen Institute.
    15. Gregory DeAngelo & Rainita Narender & Rustam Romaniuc, 2024. "Nudging law enforcement: evidence from low priority initiatives," European Journal of Law and Economics, Springer, vol. 58(2), pages 321-354, October.
    16. Gao, Yihong & Gao, Jiayan, 2023. "Low-carbon transformation and corporate cash holdings," Finance Research Letters, Elsevier, vol. 54(C).
    17. 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.
    18. 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.
    19. Miguel Fajardo-Steinhauser, 2023. "Peace Dividends: The Economic Effects of Colombia's Peace Agreement," Papers 2301.01843, arXiv.org, revised Dec 2024.
    20. Yang Haodong & Liu Jialin & Wang Gaofeng, 2025. "Knowledge Innovation Effect of University Computing Power in China: Evidence from the top500 Supercomputers," Research in Higher Education, Springer;Association for Institutional Research, vol. 66(1), pages 1-30, February.
    21. Michele Baggio & Alberto Chong, 2020. "Free trade agreements and world obesity," Southern Economic Journal, John Wiley & Sons, vol. 87(1), pages 30-49, July.
    22. 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.
    23. Jinguo Rao & Xiaosong Zhang & Duanqiang Zhai, 2024. "Does the Upgrading of Development Zones Improve Land Use Efficiency under the Net-Zero Carbon City Goal? Prefectural-Level Evidence from Quasi-Natural Experiments in China," Land, MDPI, vol. 13(8), pages 1-22, August.
    24. 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.
    25. 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.
    26. 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).
    27. S. V. Doroshenko & R. I. Vasileva & V. P. Litvinets, 2024. "The Far Eastern Development Program and Effectiveness for Regions: Case-Study Assessment," Studies on Russian Economic Development, Springer, vol. 35(2), pages 237-245, April.
    28. Quoc-Anh Do & Roberto Galbiati & Benjamin Marx & Miguel A. Ortiz-Serrano, 2023. "J’Accuse! Antisemitism and Financial Markets in the Time of the Dreyfus Affair," CESifo Working Paper Series 10748, CESifo.
    29. Alexander Quispe & Rodrigo Grijalba, 2024. "Impact of the Availability of ChatGPT on Software Development: A Synthetic Difference in Differences Estimation using GitHub Data," Papers 2406.11046, arXiv.org.
    30. 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.
    31. Samuel Bazzi & Masyhur Hilmy & Benjamin Marx, 2020. "Religion, Education, and Development," Working Papers hal-03873758, HAL.
    32. Prem, M & González, F, 2021. "Police Repression And Protest Behavior: Evidence From Student Protests In Chile," Documentos de Trabajo 18672, Universidad del Rosario.
    33. 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.
    34. Antti Kauhanen, 2024. "The effects of the decentralization of collective bargaining on wages and wage dispersion: Evidence from the Finnish forest and IT industries," British Journal of Industrial Relations, London School of Economics, vol. 62(2), pages 319-334, June.
    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. Masi, Tania & Savoia, Antonio & Sen, Kunal, 2024. "Is there a fiscal resource curse? Resource rents, fiscal capacity and political institutions in developing economies," World Development, Elsevier, vol. 177(C).
    38. Craig Wesley Carpenter & Kristopher Deming & John Anders & Michael Lotspeich‐Yadao & Charles M. Tolbert & Adam Ingrao, 2024. "Do payday lending bans protect or constrain regional economies? Evidence from the Military Lending Act's final rule," Contemporary Economic Policy, Western Economic Association International, vol. 42(2), pages 319-335, April.
    39. Kraynak,Daniel Christopher & Timilsina,Govinda R. & Alberini,Anna, 2024. "The Effect of Pricing Instruments on CO2 Emissions: Empirical Evidence from Australia," Policy Research Working Paper Series 10812, The World Bank.
    40. Alberto Abadie & Jinglong Zhao, 2021. "Synthetic Controls for Experimental Design," Papers 2108.02196, arXiv.org, revised Apr 2025.
    41. 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.
    42. 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.
    43. Roberto Esposti, 2025. "Do rural development policy measures really affect farmers' behaviour and performance? A synthetic difference in differences estimation," Working Papers 494, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    44. 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.
    45. 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).
    46. Choi, Jungjun & Kwon, Hyukjun & Liao, Yuan, 2024. "Inference for low-rank completion without sample splitting with application to treatment effect estimation," Journal of Econometrics, Elsevier, vol. 240(1).
    47. Mbanyele, William & Huang, Hongyun & Muchenje, Linda T. & Zhao, Jun, 2024. "How does climate regulatory risk influence labor employment decisions? Evidence from a quasi-natural experiment," China Economic Review, Elsevier, vol. 87(C).
    48. 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.
    49. Li, Jay Y. & Tang, Dragon Yongjun, 2022. "Product market competition with CDS," Journal of Corporate Finance, Elsevier, vol. 73(C).
    50. Takahiro Kubo & Saeko Terada & Shinya URYU & Taro Mieno & Diogo Verissimo, 2023. "Authors' response to Unjournal evaluations of "Banning wildlife trade can boost demand for unregulated threatened species"," The Unjournal Evaluations 2023-63, The Unjournal.
    51. 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.
    52. Florian F Gunsilius, 2025. "A primer on optimal transport for causal inference with observational data," Papers 2503.07811, arXiv.org, revised Mar 2025.
    53. 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.
    54. Kauhanen, Antti & Rouvinen, Petri, 2024. "Assessing Early Labor Market Effects of Generative AI - Evidence from Population Data," ETLA Working Papers 121, The Research Institute of the Finnish Economy.
    55. Dmitry Arkhangelsky & Guido W. Imbens, 2021. "Double-Robust Identification for Causal Panel Data Models," NBER Working Papers 28364, National Bureau of Economic Research, Inc.
    56. 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.
    57. Emaad Manzoor & Nikhil Malik, 2023. "Designing Effective Music Excerpts," Papers 2309.14475, arXiv.org.
    58. Deng, Lijing & Lu, Yue & Tang, Yao, 2024. "Does FDI increase product innovation of domestic firms? Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 1-24.
    59. Mangal, Kunal, 2024. "The long-run costs of highly competitive exams for government jobs," Journal of Development Economics, Elsevier, vol. 171(C).
    60. Myungkou Shin, 2022. "Finitely Heterogeneous Treatment Effect in Event-study," Papers 2204.02346, arXiv.org, revised Oct 2024.
    61. Susan Athey & Guido Imbens, 2025. "Identification of Average Treatment Effects in Nonparametric Panel Models," Papers 2503.19873, arXiv.org.
    62. 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.
    63. Di, Wenhua & Pattison, Nathaniel, 2023. "Industry Specialization and Small Business Lending," Journal of Banking & Finance, Elsevier, vol. 149(C).
    64. Pekka Malo & Juha Eskelinen & Xun Zhou & Timo Kuosmanen, 2024. "Computing Synthetic Controls Using Bilevel Optimization," Computational Economics, Springer;Society for Computational Economics, vol. 64(2), pages 1113-1136, August.
    65. Robert Messerle & Jonas Schreyögg, 2024. "Country-level effects of diagnosis-related groups: evidence from Germany’s comprehensive reform of hospital payments," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 25(6), pages 1013-1030, August.
    66. Gong, Da & Shang, Zhuocheng & Su, Yaqin & Yan, Andong & Zhang, Qi, 2024. "Economic impacts of China's zero-COVID policies," China Economic Review, Elsevier, vol. 83(C).
    67. Callaway, Brantly & Karami, Sonia, 2023. "Treatment effects in interactive fixed effects models with a small number of time periods," Journal of Econometrics, Elsevier, vol. 233(1), pages 184-208.
    68. Susan Athey & Guido Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Papers 1808.05293, arXiv.org, revised Sep 2018.
    69. 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," Post-Print hal-03789141, HAL.
    70. Sunil Mithas & Yanzhen Chen & Yatang Lin & Alysson De Oliveira Silveira, 2022. "On the causality and plausibility of treatment effects in operations management research," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4558-4571, December.
    71. Qian Chen & Christoffer Koch & Padma Sharma & Gary Richardson, 2020. "Payments Crises and Consequences," NBER Working Papers 27733, National Bureau of Economic Research, Inc.
    72. 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.
    73. 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.
    74. Rico-Straffon, Jimena & Wang, Zhenhua & Panlasigui, Stephanie & Loucks, Colby J. & Swenson, Jennifer & Pfaff, Alexander, 2023. "Forest concessions and eco-certifications in the Peruvian Amazon: Deforestation impacts of logging rights and logging restrictions," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    75. Huber, Matthias & Uebelmesser, Silke, 2023. "Presence of language-learning opportunities and migration," Labour Economics, Elsevier, vol. 84(C).
    76. Posso, Alberto, 2023. "Bilingual education and child labor: Lessons from Peru," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 840-872.
    77. Povilas Lastauskas & Julius Stakėnas, 2022. "Dancing Alone or Together: The Dynamic Effects of Independent and Common Monetary Policies," Advances in Econometrics, in: Essays in Honor of M. Hashem Pesaran: Prediction and Macro Modeling, volume 43, pages 217-241, Emerald Group Publishing Limited.
    78. Zhang, Ning & Wang, Shuo, 2024. "Can China's regional carbon market pilots improve power plants' energy efficiency?," Energy Economics, Elsevier, vol. 129(C).
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    216. 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).
    217. 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.
    218. 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.
    219. 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.
    220. 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).
    221. Goeyvaerts, Geert, 2023. "Reconstructing cities: Stimulating redevelopment through the tax code," Regional Science and Urban Economics, Elsevier, vol. 99(C).
    222. Coy, Felipe, 2024. "A Farewell to Arms: Paramilitaries Demobilization, Political Competition and Public Goods in Colombia," Journal of Development Economics, Elsevier, vol. 171(C).
    223. 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).
    224. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
    225. 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).
    226. Dionne, Georges & Fenou, Akouété & Mnasri, Mohamed, 2024. "Insurers’ M&A in the United States during the 1990-2022 period: Is the Fed monetary policy a causal factor," Working Papers 24-2, HEC Montreal, Canada Research Chair in Risk Management, revised 16 Jul 2024.
    227. Li, Yuan & Yi, Yuyao & Li, Xiaofan & Tao, Yunqing, 2024. "Do error-tolerance and correction mechanisms enhance the performance of state-owned enterprises in China?," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    228. Hess, Joshua H., 2024. "The impact of Dobbs v. Jackson on medical school applications," Economics Letters, Elsevier, vol. 241(C).
    229. Kotsogiannis, Christos & Salvadori, Luca & Karangwa, John & Mukamana, Theonille, 2024. "Do tax audits have a dynamic impact? Evidence from corporate income tax administrative data," Journal of Development Economics, Elsevier, vol. 170(C).
    230. Carmen Villa, 2024. "The effects of youth clubs on education and crime," IFS Working Papers W24/51, Institute for Fiscal Studies.
    231. Daniel de Abreu Pereira Uhr & Felipe Weizenmann & Julia Gallego Ziero Uhr, 2024. "The impact of the Economic Adjustment Programme for Ireland: a synthetic control approach," Economics and Business Letters, Oviedo University Press, vol. 13(2), pages 82-90.
    232. Crudu, Federico & Di Stefano, Roberta & Mellace, Giovanni & Tiezzi, Silvia, 2024. "The gray zone: How not imposing a strict lockdown at the beginning of a pandemic can cost many lives," Labour Economics, Elsevier, vol. 89(C).
    233. Florian Gunsilius, 2020. "Distributional synthetic controls," Papers 2001.06118, arXiv.org, revised Dec 2021.
    234. Yixiao Sun & Haitian Xie & Yuhang Zhang, 2025. "Difference-in-Differences Meets Synthetic Control: Doubly Robust Identification and Estimation," Papers 2503.11375, arXiv.org.
    235. He, Peiming & Zhang, Jiaming & Xu, Xuelu & Lin, Chuan & Chen, Litai, 2024. "Unintended environmental gains: The impact of China–Europe Railway Express on carbon dioxide emissions in China," Transport Policy, Elsevier, vol. 153(C), pages 127-140.
    236. Zhang, Zhenhua & Wang, Jing & Feng, Chao & Chen, Xi, 2023. "Do pilot zones for green finance reform and innovation promote energy savings? Evidence from China," Energy Economics, Elsevier, vol. 124(C).
    237. Ho, Chun-Yu & Narins, Thomas P. & Sung, Won, 2023. "Developing information and communication technology with the belt and road initiative and the digital silk road," Telecommunications Policy, Elsevier, vol. 47(10).
    238. Ali Goli & Simha Mummalaneni & Pradeep K. Chintagunta, 2024. "Making a Smooth Exit? Menthol Bans and Cigarette Sales in Massachusetts," Marketing Science, INFORMS, vol. 43(3), pages 564-589, May.
    239. García-Hombrados, Jorge & Martínez-Matute, Marta & Villa, Carmen, 2024. "Specialised courts and the reporting of intimate partner violence: Evidence from Spain," Journal of Public Economics, Elsevier, vol. 239(C).
    240. Lee, Siha & Liu, Sitian, 2024. "Fertility incentives in Canada: A cohort analysis," CLEF Working Paper Series 75, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    241. Jun Tang, 2024. "How the Smart Energy Can Contribute towards Achieving the Sustainable Development Goal 7," Sustainability, MDPI, vol. 16(17), pages 1-25, September.
    242. Luis E. Arango & Luz A. Flórez & N. Johana Marín & Carlos E. Posada, 2024. "Temporary VAT exemption in Colombia: How did household consumption respond?," Borradores de Economia 1281, Banco de la Republica de Colombia.
    243. Husodo, Zaäfri A. & Raz, Arisyi F. & Danarsari, Dwi Nastiti, 2024. "The bind and the slack of Basel III liquidity regulations: Evidence from Indonesia," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 96(C).
    244. Lihua Lei & Timothy Sudijono, 2024. "Inference for Synthetic Controls via Refined Placebo Tests," Papers 2401.07152, arXiv.org, revised Apr 2025.
    245. He, Ruofan & Wan, Panbing & Yang, Mian, 2024. "The resource curse in energy-rich regions: Evidence from China's ultra-high voltage transmission," Energy, Elsevier, vol. 304(C).
    246. Cui, Shuhui & Li, Guangqin & Liu, Jiashu, 2024. "Can the construction of smart cities promote the capital allocation efficiency: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    247. Henry Saffer & Selen Ozdogan & Michael Grossman & Daniel L. Dench & Dhaval M. Dave, 2024. "Comprehensive E-cigarette Flavor Bans and Tobacco Use among Youth, Young Adults, and Adults," NBER Working Papers 32534, National Bureau of Economic Research, Inc.
    248. 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).
    249. Valentin Jouvanceau, 2021. "The Effect of the Euro Changeover on Prices: Evidence from Lithuania," Bank of Lithuania Working Paper Series 93, Bank of Lithuania.
    250. Adam Scavette, 2024. "Aerospace Place-Based Policy: The Impact of Boeing on South Carolina's Aerospace Industry," Economic Development Quarterly, , vol. 38(4), pages 302-315, November.
    251. David Bruns-Smith & Oliver Dukes & Avi Feller & Elizabeth L. Ogburn, 2023. "Augmented balancing weights as linear regression," Papers 2304.14545, arXiv.org, revised Jun 2024.
    252. Sylvia Klosin, 2024. "Dynamic Biases of Static Panel Data Estimators," Papers 2410.16112, arXiv.org.
    253. Sandro Heiniger, 2024. "Data-driven model selection within the matrix completion method for causal panel data models," Papers 2402.01069, arXiv.org.
    254. Alemán, Christian & Busch, Christopher & Ludwig, Alexander & Santaeulàlia-Llopis, Raül, 2023. "Stage-based identification of policy effects," ICIR Working Paper Series 52/23, Goethe University Frankfurt, International Center for Insurance Regulation (ICIR).
    255. Santoni, Edoardo & Patriarca, Fabrizio & Scarlato, Margherita, 2024. "The effects of hiring credits on firm dynamics: a synthetic difference-in-differences evaluation," GLO Discussion Paper Series 1546, Global Labor Organization (GLO).

  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. Nir Billfeld & Moshe Kim, 2024. "Context-dependent Causality (the Non-Nonotonic Case)," Papers 2404.05021, arXiv.org.
    2. 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.
    3. 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.
    4. Aditya Ghosh & Guido Imbens & Stefan Wager, 2025. "PLRD: Partially Linear Regression Discontinuity Inference," Papers 2503.09907, arXiv.org.
    5. Jiaying Gu & Roger Koenker, 2023. "Invidious Comparisons: Ranking and Selection as Compound Decisions," Econometrica, Econometric Society, vol. 91(1), pages 1-41, January.
    6. 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.
    7. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    8. Christian M. Dahl & Emil N. S{o}rensen, 2021. "Time Series (re)sampling using Generative Adversarial Networks," Papers 2102.00208, arXiv.org.
    9. 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.
    10. Jonas Metzger, 2022. "Adversarial Estimators," Papers 2204.10495, arXiv.org, revised Jun 2022.
    11. 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.
    12. Allison Koenecke & Hal Varian, 2020. "Synthetic Data Generation for Economists," Papers 2011.01374, arXiv.org, revised Nov 2020.
    13. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2018. "Deep Neural Networks for Estimation and Inference," Papers 1809.09953, arXiv.org, revised Sep 2019.
    14. Tengyuan Liang, 2020. "How Well Generative Adversarial Networks Learn Distributions," Working Papers 2020-154, Becker Friedman Institute for Research In Economics.
    15. 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.
    16. 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.
    17. Jiaying Gu & Roger Koenker, 2020. "Invidious Comparisons: Ranking and Selection as Compound Decisions," Papers 2012.12550, arXiv.org, revised Sep 2021.
    18. Kevin Han & Han Wu & Linjia Wu & Yu Shi & Canyao Liu, 2024. "Estimating Treatment Effects Using Observational Data and Experimental Data with Non-Overlapping Support," Econometrics, MDPI, vol. 12(3), pages 1-11, September.

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

    Cited by:

    1. Pietro Sancassani, 2023. "Determinants and Consequences of Student Test Scores: Evidence from International, Big, and Text Data," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 102, May.
    2. 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.
    3. 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.
    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. Lionel Fontagné & Francesca Micocci & Armando Rungi, 2025. "The heterogeneous impact of the EU-Canada agreement with causal machine learning," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-04913313, HAL.
    6. Daniel Goller, 2020. "Analysing a built-in advantage in asymmetric darts contests using causal machine learning," Papers 2008.07165, arXiv.org.
    7. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    8. Yamin Du & Huanhuan Cheng & Qing Liu & Song Tan, 2024. "The delayed and combinatorial response of online public opinion to the real world: An inquiry into news texts during the COVID-19 era," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
    9. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
    10. Felix Chopra & Ingar Haaland & Ingar K. Haaland, 2023. "Conducting Qualitative Interviews with AI," CESifo Working Paper Series 10666, CESifo.
    11. TELLO, Mario D., 2024. "Inversión Pública En Infraestructura Y Crecimiento Regional En Perú, 2005-2020: Un Análisis Basado En Técnicas De Aprendizaje Automático Causal," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 24(2), pages 195-222.
    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. 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).
    14. 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).
    15. 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.
    16. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2023. "Optimal Price Targeting," Marketing Science, INFORMS, vol. 42(3), pages 476-499, May.
    17. 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.
    18. 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.
    19. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
    20. Khudri, Md Mohsan & Hussey, Andrew, 2024. "Breastfeeding and Child Development Outcomes across Early Childhood and Adolescence: Doubly Robust Estimation with Machine Learning," IZA Discussion Papers 17080, Institute of Labor Economics (IZA).
    21. 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.
    22. Labib Shami & Teddy Lazebnik, 2024. "Implementing Machine Learning Methods in Estimating the Size of the Non-observed Economy," Computational Economics, Springer;Society for Computational Economics, vol. 63(4), pages 1459-1476, April.
    23. Andrii Babii & Eric Ghysels & Jonas Striaukas, 2024. "High-Dimensional Granger Causality Tests with an Application to VIX and News," Journal of Financial Econometrics, Oxford University Press, vol. 22(3), pages 605-635.
    24. 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.
    25. 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.
    26. Jean-Sauveur Ay & Julie Le Gallo, 2021. "The signaling value of nested wine names," Post-Print hal-03268014, HAL.
    27. 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).
    28. 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.
    29. 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.
    30. 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.
    31. Stefania Albanesi & Domonkos F. Vamossy, 2019. "Predicting Consumer Default: A Deep Learning Approach," NBER Working Papers 26165, National Bureau of Economic Research, Inc.
    32. 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.
    33. Byron Botha & Rulof Burger & Kevin Kotze & Neil Rankin & Daan Steenkamp, 2022. "Big data forecasting of South African inflation," ERSA Working Paper Series, Economic Research Southern Africa, vol. 0.
    34. Frederico Finan & Demian Pouzo, 2021. "Reinforcing RCTs with Multiple Priors while Learning about External Validity," Papers 2112.09170, arXiv.org, revised Sep 2024.
    35. 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).
    36. 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).
    37. 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.
    38. 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.
    39. 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.
    40. 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).
    41. 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).
    42. Andreu Arenas & Caterina Calsamiglia, 2023. "Gender Differences in High-Stakes Performance and College Admission Policies," Working Papers 2023/13, Institut d'Economia de Barcelona (IEB).
    43. Julien Chevallier & Dominique Guégan & Stéphane Goutte, 2021. "Is It Possible to Forecast the Price of Bitcoin?," Forecasting, MDPI, vol. 3(2), pages 1-44, May.
    44. 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.
    45. 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).
    46. 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.
    47. Jaime Arellano-Bover & Fernando Saltiel, 2024. "Differences in On-the-Job Learning across Firms," Working Papers 317, Red Nacional de Investigadores en Economía (RedNIE).
    48. Prashant Garg & Thiemo Fetzer, 2024. "Causal Claims in Economics," CESifo Working Paper Series 11462, CESifo.
    49. 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).
    50. Mueller, Hannes & Rauh, Christopher, 2019. "The Hard Problem of Prediction for Conflict Prevention," CEPR Discussion Papers 13748, C.E.P.R. Discussion Papers.
    51. Chen, Ruoyu & Jiang, Hanchen & Quintero, Luis E., 2023. "Measuring the value of rent stabilization and understanding its implications for racial inequality: Evidence from New York City," Regional Science and Urban Economics, Elsevier, vol. 103(C).
    52. 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).
    53. 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.
    54. Vamossy, Domonkos F., 2021. "Investor emotions and earnings announcements," Journal of Behavioral and Experimental Finance, Elsevier, vol. 30(C).
    55. Lionel Fontagn'e & Francesca Micocci & Armando Rungi, 2024. "The heterogeneous impact of the EU-Canada agreement with causal machine learning," Papers 2407.07652, arXiv.org, revised Apr 2025.
    56. Hannes Wallimann & David Imhof & Martin Huber, 2020. "A Machine Learning Approach for Flagging Incomplete Bid-rigging Cartels," Papers 2004.05629, arXiv.org.
    57. 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.
    58. Dang, Hai-Anh H & Carletto, Calogero & Gourlay, Sydney & Abanokova, Kseniya, 2024. "Addressing Soil Quality Data Gaps with Imputation: Evidence from Ethiopia and Uganda," IZA Discussion Papers 17064, Institute of Labor Economics (IZA).
    59. Friess, Svenja & Rosendahl Huber, Laura, 2024. "Breaking The Ice: Can Initially Active Peers Improve Platform Engagement And Persistence?," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302443, Verein für Socialpolitik / German Economic Association.
    60. 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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    62. Maria S. Mavillonio, 2024. "Textual Representation of Business Plans and Firm Success," Discussion Papers 2024/308, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
    63. Ravi Kumar & Shahin Boluki & Karl Isler & Jonas Rauch & Darius Walczak, 2022. "Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing," Papers 2205.01875, arXiv.org, revised Dec 2022.
    64. Paolo Brunori & Pedro Salas-Rojo & Paolo Verme, 2022. "Estimating Inequality with Missing Incomes," Working Papers 616, ECINEQ, Society for the Study of Economic Inequality.
    65. Ba Chu & Shafiullah Qureshi, 2021. "Comparing Out-of-Sample Performance of Machine Learning Methods to Forecast U.S. GDP Growth," Carleton Economic Papers 21-12, Carleton University, Department of Economics.
    66. Douglas Kiarelly Godoy de Araujo, 2024. "Synthetic controls with machine learning: application on the effect of labour deregulation on worker productivity in Brazil," BIS Working Papers 1181, Bank for International Settlements.
    67. Andrii Babii & Eric Ghysels & Jonas Striaukas, 2024. "Econometrics of machine learning methods in economic forecasting," Chapters, in: Michael P. Clements & Ana Beatriz Galvão (ed.), Handbook of Research Methods and Applications in Macroeconomic Forecasting, chapter 10, pages 246-273, Edward Elgar Publishing.
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    69. Costola, Michele & Hinz, Oliver & Nofer, Michael & Pelizzon, Loriana, 2023. "Machine learning sentiment analysis, COVID-19 news and stock market reactions," Research in International Business and Finance, Elsevier, vol. 64(C).
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    211. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    212. Morales-Oñate, Víctor & Morales-Oñate, Bolívar, 2024. "Cluster Evolution Analytics," MPRA Paper 120220, University Library of Munich, Germany.
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    220. Bowen Liu & John R. Bryson & Deniz Sevinc & Matthew A. Cole & Robert J. R. Elliott & Suzanne E. Bartington & William J. Bloss & Zongbo Shi, 2023. "Assessing the Impacts of Birmingham’s Clean Air Zone on Air Quality: Estimates from a Machine Learning and Synthetic Control Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(1), pages 203-231, October.
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    267. Su, Jiun-Hua, 2021. "Model selection in utility-maximizing binary prediction," Journal of Econometrics, Elsevier, vol. 223(1), pages 96-124.
    268. Aparajithan Venkateswaran & Jishnu Das & Tyler H. McCormick, 2023. "Feasible contact tracing," Papers 2312.05718, arXiv.org.
    269. Mona Aghdaee & Bonny Parkinson & Kompal Sinha & Yuanyuan Gu & Rajan Sharma & Emma Olin & Henry Cutler, 2022. "An examination of machine learning to map non‐preference based patient reported outcome measures to health state utility values," Health Economics, John Wiley & Sons, Ltd., vol. 31(8), pages 1525-1557, August.
    270. Ademmer, Martin & Beckmann, Joscha & Bode, Eckhardt & Boysen-Hogrefe, Jens & Funke, Manuel & Hauber, Philipp & Heidland, Tobias & Hinz, Julian & Jannsen, Nils & Kooths, Stefan & Söder, Mareike & Stame, 2021. "Big Data in der makroökonomischen Analyse," Kieler Beiträge zur Wirtschaftspolitik 32, Kiel Institute for the World Economy (IfW Kiel).
    271. Netta Barak‐Corren & Yoav Kan‐Tor & Nelson Tebbe, 2022. "Examining the effects of antidiscrimination laws on children in the foster care and adoption systems," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 19(4), pages 1003-1066, December.
    272. 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.
    273. Dillon, Andrew & Karlan, Dean & Udry, Christopher & Zinman, Jonathan, 2020. "Good identification, meet good data," World Development, Elsevier, vol. 127(C).
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    275. Thomas R. Cook & Greg Gupton & Zach Modig & Nathan M. Palmer, 2021. "Explaining Machine Learning by Bootstrapping Partial Dependence Functions and Shapley Values," Research Working Paper RWP 21-12, Federal Reserve Bank of Kansas City.
    276. Xie, Wen-Jie & Wei, Na & Zhou, Wei-Xing, 2023. "An interpretable machine-learned model for international oil trade network," Resources Policy, Elsevier, vol. 82(C).
    277. Vasilios Plakandaras & Ioannis Pragidis & Paris Karypidis, 2024. "Deciphering the U.S. metropolitan house price dynamics," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 52(2), pages 434-485, March.
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    279. Hiroyuki Egami & Md. Shafiur Rahman & Tsuyoshi Yamamoto & Chihiro Egami & Takahisa Wakabayashi, 2024. "Causal effect of video gaming on mental well-being in Japan 2020–2022," Nature Human Behaviour, Nature, vol. 8(10), pages 1943-1956, October.
    280. Andrew J. Patton & Yasin Simsek, 2023. "Generalized Autoregressive Score Trees and Forests," Papers 2305.18991, arXiv.org.
    281. Falco J. Bargagli Stoffi & Kenneth De Beckker & Joana E. Maldonado & Kristof De Witte, 2021. "Assessing Sensitivity of Machine Learning Predictions.A Novel Toolbox with an Application to Financial Literacy," Papers 2102.04382, arXiv.org.
    282. Ajit Desai, 2023. "Machine learning for economics research: when, what and how," Staff Analytical Notes 2023-16, Bank of Canada.
    283. Raval, Devesh & Rosenbaum, Ted & Wilson, Nathan E., 2021. "How do machine learning algorithms perform in predicting hospital choices? evidence from changing environments," Journal of Health Economics, Elsevier, vol. 78(C).
    284. Lily Davies & Mark Kattenberg & Benedikt Vogt, 2023. "Predicting Firm Exits with Machine Learning: Implications for Selection into COVID-19 Support and Productivity Growth," CPB Discussion Paper 444, CPB Netherlands Bureau for Economic Policy Analysis.
    285. Jianghong Xu & Chenguang Wang & Xukang Yin & Weixin Wang, 2024. "Digital economy and rural household resilience: Evidence from China," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(5), pages 244-263.
    286. 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.
    287. Do Nascimento Miguel, Jérémy, 2024. "Returns to quality in rural agricultural markets: Evidence from wheat markets in Ethiopia," Journal of Development Economics, Elsevier, vol. 171(C).
    288. 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.
    289. Melissa Dell, 2024. "Deep Learning for Economists," Papers 2407.15339, arXiv.org, revised Nov 2024.
    290. 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.
    291. Hector F. Calvo-Pardo & Tullio Mancini & Jose Olmo, 2020. "Neural Network Models for Empirical Finance," JRFM, MDPI, vol. 13(11), pages 1-22, October.
    292. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
    293. Nils-Gunnar Birkeland Abrahamsen & Emil Nylén-Forthun & Mats Møller & Petter Eilif de Lange & Morten Risstad, 2024. "Financial Distress Prediction in the Nordics: Early Warnings from Machine Learning Models," JRFM, MDPI, vol. 17(10), pages 1-23, September.
    294. 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.
    295. David Imhof & Hannes Wallimann, 2021. "Detecting bid-rigging coalitions in different countries and auction formats," Papers 2105.00337, arXiv.org.
    296. 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.
    297. 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.
    298. Victor Quintas-Martinez, 2022. "Finite-Sample Guarantees for High-Dimensional DML," Papers 2206.07386, arXiv.org.
    299. 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.
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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. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    2. Jinglong Zhao, 2023. "Adaptive Neyman Allocation," Papers 2309.08808, arXiv.org, revised Sep 2023.
    3. 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.
    4. Jinglong Zhao & Zijie Zhou, 2022. "Pigeonhole Design: Balancing Sequential Experiments from an Online Matching Perspective," Papers 2201.12936, arXiv.org, revised May 2024.
    5. Susan Athey & Guido Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Papers 1808.05293, arXiv.org, revised Sep 2018.
    6. Jinglong Zhao, 2024. "Experimental Design For Causal Inference Through An Optimization Lens," Papers 2408.09607, arXiv.org, revised Aug 2024.
    7. 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.
    8. Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
    9. 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.
    10. Iavor Bojinov & David Simchi-Levi & Jinglong Zhao, 2023. "Design and Analysis of Switchback Experiments," Management Science, INFORMS, vol. 69(7), pages 3759-3777, July.
    11. 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.
    12. Shan Huang & Chen Wang & Yuan Yuan & Jinglong Zhao & Brocco & Zhang, 2023. "Estimating Effects of Long-Term Treatments," Papers 2308.08152, arXiv.org, revised Dec 2024.
    13. Shuze Chen & David Simchi-Levi & Chonghuan Wang, 2024. "Experimenting on Markov Decision Processes with Local Treatments," Papers 2407.19618, arXiv.org, revised Oct 2024.
    14. Retsef Levi & Elisabeth Paulson & Georgia Perakis & Emily Zhang, 2024. "Heterogeneous Treatment Effects in Panel Data," Papers 2406.05633, 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. Dalia Ghanem & Pedro H. C. Sant'Anna & Kaspar Wuthrich, 2022. "Selection and parallel trends," Papers 2203.09001, arXiv.org, revised Mar 2024.
    3. Yang, Yimin, 2022. "A correlated random effects approach to the estimation of models with multiple fixed effects," Economics Letters, Elsevier, vol. 213(C).
    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. 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.
    6. Myungkou Shin, 2022. "Finitely Heterogeneous Treatment Effect in Event-study," Papers 2204.02346, arXiv.org, revised Oct 2024.
    7. Susan Athey & Guido Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Papers 1808.05293, arXiv.org, revised Sep 2018.
    8. Laage, Louise, 2024. "A Correlated Random Coefficient panel model with time-varying endogeneity," Journal of Econometrics, Elsevier, vol. 242(2).
    9. 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.
    10. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    11. 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.
    12. 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.
    13. 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.
    14. Alejandro Sanchez-Becerra, 2022. "The Network Propensity Score: Spillovers, Homophily, and Selection into Treatment," Papers 2209.14391, arXiv.org.
    15. 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 Jul 2024.
    16. 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.
    17. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
    18. 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. 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.
    2. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    3. Lenza, Michele & Moutachaker, Inès & Paredes, Joan, 2023. "Density forecasts of inflation: a quantile regression forest approach," Working Paper Series 2830, European Central Bank.
    4. 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.
    5. 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.
    6. Daníelsson, Jón & Macrae, Robert & Uthemann, Andreas, 2022. "Artificial intelligence and systemic risk," Journal of Banking & Finance, Elsevier, vol. 140(C).
    7. Giannone, Domenico & Lenza, Michele & Primiceri, Giorgio, 2017. "Economic Predictions with Big Data: The Illusion Of Sparsity," CEPR Discussion Papers 12256, C.E.P.R. Discussion Papers.
    8. 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.
    9. Surender Kumar & Madhu Khanna, 2019. "Temperature and Production Efficiency Growth: Empirical Evidence," Working papers 298, Centre for Development Economics, Delhi School of Economics.
    10. Gabriel Loumeau & Christian Stettler, 2021. "Fiscal Autonomy and Self-Determination," CESifo Working Paper Series 9445, CESifo.
    11. 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.
    12. Cerqua, Augusto & Letta, Marco, 2022. "Local inequalities of the COVID-19 crisis," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    13. 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.
    14. 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.
    15. 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.
    16. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    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.
    21. Mika Ylinen & Mikko Ranta, 2024. "Employer ratings in social media and firm performance: Evidence from an explainable machine learning approach," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(1), pages 247-276, March.

  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. Ichev, Riste & Valentinčič, Aljoša, 2025. "The effect of impact investing on performance of private firms," Research in International Business and Finance, Elsevier, vol. 73(PA).
    2. 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.
    3. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Jan 2025.
    4. 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.
    5. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls with Staggered Adoption," Papers 1912.03290, arXiv.org, revised Jan 2021.
    6. 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).
    7. Sho Miyaji, 2024. "Instrumented Difference-in-Differences with Heterogeneous Treatment Effects," Papers 2405.12083, arXiv.org, revised Jan 2025.
    8. Ruveyda Nur Gozen, 2024. "Property rights and innovation dynamism: The role of women inventors," CEP Discussion Papers dp2005, Centre for Economic Performance, LSE.
    9. Brice Fabre & Marc Sangnier, 2024. "Where and why do politicians send pork? Evidence from central government transfers to French municipalities," Post-Print hal-04930928, HAL.
    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. Joshua Angrist & Bruno Ferman & Carol Gao & Peter Hull & Otavio L. Tecchio & Robert W. Yeh, 2024. "Instrumental Variables with Time-Varying Exposure: New Estimates of Revascularization Effects on Quality of Life," NBER Working Papers 33296, National Bureau of Economic Research, Inc.
    14. Romain Baeriswyl & Alex Oktay & Marc-Antoine Ramelet, 2023. "Exchange rate shocks and equity prices: the role of currency denomination," Working Papers 2023-05, Swiss National Bank.
    15. 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.
    16. 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.
    17. 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.
    18. Rønnow, Helene Normann & Smed, Sinne & Tetens, Inge, 2024. "The (dynamic) effect of retirement on food purchases," The Journal of the Economics of Ageing, Elsevier, vol. 27(C).
    19. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," IFRO Working Paper 2024/03, University of Copenhagen, Department of Food and Resource Economics.
    20. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods," Papers 1803.09015, arXiv.org, revised Dec 2020.
    21. 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.
    22. 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.
    23. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    24. Andrea Mattozzi & Samuel Nocito & Francesco Sobbrio, 2024. "Fact-checking Politicians," Working Paper series 24-14, Rimini Centre for Economic Analysis.
    25. 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).
    26. 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.
    27. 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.
    28. 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).
    29. 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).
    30. Florence Goffette-Nagot & Sylvain Chareyron & Lucie Letrouit, 2020. "Impacts of a French Urban Renewal Program on Local Housing Markets," Post-Print halshs-03014109, HAL.
    31. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference In Differences," NBER Working Papers 25532, National Bureau of Economic Research, Inc.
    32. 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.
    33. Tobin, Zachary, 2024. "How do public schools respond to competition? Evidence from a charter school expansion," Economics of Education Review, Elsevier, vol. 99(C).
    34. Clò, Stefano & Frigerio, Marco & Vandone, Daniela, 2022. "Financial support to innovation: The role of European development financial institutions," Research Policy, Elsevier, vol. 51(10).
    35. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    36. 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.
    37. Ulbing, Philipp, 2024. "The Zero Lower Bound on Household Deposit Rates: Not As Binding As We Thought," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302353, Verein für Socialpolitik / German Economic Association.
    38. Kurt Schmidheiny & Sebastian Siegloch, 2023. "On event studies and distributed‐lags in two‐way fixed effects models: Identification, equivalence, and generalization," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 695-713, August.
    39. 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).
    40. 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.
    41. 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.
    42. Banzhaf, H. Spencer & Mickey, Ryan & Patrick, Carlianne, 2021. "Age-based property tax exemptions," Journal of Urban Economics, Elsevier, vol. 121(C).
    43. Abrahamsson, Sara & Bütikofer, Aline & 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.
    44. 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.
    45. 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.
    46. 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.
    47. Sukjin Han, 2018. "Identification in Nonparametric Models for Dynamic Treatment Effects," Papers 1805.09397, arXiv.org, revised Jan 2019.
    48. 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.
    49. Chiara Puccioni & Daniela Vuri, 2025. "With a Little Help from Nurseries - Childcare Services and Mothers’ Employment in Italy," CESifo Working Paper Series 11656, CESifo.
    50. 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.
    51. 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.
    52. Haroon Bhorat & Timothy Köhler, 2024. "The Labour Market Effects of Cash Transfers to the Unemployed: Evidence from South Africa," Working Papers 202405, University of Cape Town, Development Policy Research Unit.
    53. Xing, Qiuhang & Xu, Gaoshuang & Wang, Yanping, 2024. "Open government data and the cost of debt," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    54. Berlanda, Andrea & Cervellati, Matteo & Esposito, Elena & Rohner, Dominic & Sunde, Uwe, 2022. "Medication Against Conflict," CEPR Discussion Papers 17125, C.E.P.R. Discussion Papers.
    55. Clarke, Damian & Tapia Schythe, Kathya, 2020. "Implementing the Panel Event Study," MPRA Paper 101669, University Library of Munich, Germany.
    56. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
    57. Roberto Esposti, 2025. "Do rural development policy measures really affect farmers' behaviour and performance? A synthetic difference in differences estimation," Working Papers 494, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    58. Jiafeng Chen & Edward Glaeser & David Wessel, 2022. "JUE Insight: The (Non-)Effect of Opportunity Zones on Housing Prices," Papers 2204.06967, arXiv.org.
    59. Silvia Albrizio & Iván Kataryniuk & Luis Molina & Jan Schäfer, 2021. "ECB euro liquidity lines," Working Papers 2125, Banco de España.
    60. Britto, Diogo & Rocha, Roberto Hsu & Pinotti, Paolo & Sampaio, Breno, 2024. "Small Children, Big Problems: Childbirth and Crime," IZA Discussion Papers 16910, Institute of Labor Economics (IZA).
    61. Dmitry Arkhangelsky & Vasily Korovkin, 2019. "On Policy Evaluation with Aggregate Time-Series Shocks," Papers 1905.13660, arXiv.org, revised Mar 2024.
    62. Zhang, Hongliang & Assaad, Ragui, 2024. "Women’s access to school, educational attainment, and fertility: Evidence from Jordan," Journal of Development Economics, Elsevier, vol. 170(C).
    63. Yu, Fan & Xiao, De & Chang, Meng-Shiuh, 2021. "The impact of carbon emission trading schemes on urban-rural income inequality in China: A multi-period difference-in-differences method," Energy Policy, Elsevier, vol. 159(C).
    64. Ruonan Xu & Luther Yap, 2024. "Clustering with Potential Multidimensionality: Inference and Practice," Papers 2411.13372, arXiv.org.
    65. Cappelletti, Matilde & Giuffrida, Leonardo Maria & Rovigatti, Gabriele, 2024. "Procuring Survival," CEPR Discussion Papers 18796, C.E.P.R. Discussion Papers.
    66. Brice Fabre & Marc Sangnier, 2024. "Where and why do politicians send pork? Evidence from central government transfers to French municipalities," AMSE Working Papers 2434, Aix-Marseille School of Economics, France.
    67. Niu, Xiaoyan & Zhang, Yuwen & Li, Baoqi & Chen, Zhenling & Ni, Guohua & Lyu, Ning, 2024. "How does carbon emission trading scheme affect enterprise market value? A roadmap towards natural resources sustainability," Resources Policy, Elsevier, vol. 88(C).
    68. Bhalotra, Sonia R. & Britto, Diogo & Pinotti, Paolo & Sampaio, Breno, 2021. "Job Displacement, Unemployment Benefits and Domestic Violence," IZA Discussion Papers 14543, Institute of Labor Economics (IZA).
    69. Cooke, Dudley & Fernandes, Ana P. & Ferreira, Priscila, 2021. "Entry deregulation, firm organization, and wage inequality," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    70. Pilar Beneito & Maria Garcia-Vega & Oscar Vicente-Chirivella & Guillaume Wilemme, 2024. "Robots and firms’ labour search: The role of temporary work agencies," Discussion Papers 2024-02, University of Nottingham, GEP.
    71. Dmitry Arkhangelsky & Guido W. Imbens, 2021. "Double-Robust Identification for Causal Panel Data Models," NBER Working Papers 28364, National Bureau of Economic Research, Inc.
    72. 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.
    73. Schoonjans, Eline, 2024. "From diversity to sustainability: Environmental and social spillover effects of board gender quotas," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 314-331.
    74. Federico A. Bugni & Ivan A. Canay & Steve McBride, 2023. "Decomposition and Interpretation of Treatment Effects in Settings with Delayed Outcomes," Papers 2302.11505, arXiv.org, revised Sep 2024.
    75. Marcus Roller, Daniel Steinberg, 2023. "Differences-in-Differences with multiple Treatments under Control," Diskussionsschriften credresearchpaper41, Universitaet Bern, Departement Volkswirtschaft - CRED.
    76. Shanxia Sun & Michael S. Delgado, 2024. "Local spatial difference-in-differences models: treatment correlations, response interactions, and expanded local models," Empirical Economics, Springer, vol. 67(5), pages 2077-2107, November.
    77. Alexander Karaivanov & Dongwoo Kim & Shih En Lu & Hitoshi Shigeoka, 2021. "COVID-19 Vaccination Mandates and Vaccine Uptake," NBER Working Papers 29563, National Bureau of Economic Research, Inc.
    78. Mangal, Kunal, 2024. "The long-run costs of highly competitive exams for government jobs," Journal of Development Economics, Elsevier, vol. 171(C).
    79. Xin Nie & Jianxian Wu & Han Wang & Weijuan Li & Chengdao Huang & Lihua Li, 2022. "Contributing to carbon peak: Estimating the causal impact of eco‐industrial parks on low‐carbon development in China," Journal of Industrial Ecology, Yale University, vol. 26(4), pages 1578-1593, August.
    80. Arold, W. Benjamin & Woessmann, Ludger & Zierow, Larissa, 2022. "Can Schools Change Religious Attitudes? Evidence from German State Reforms of Compulsory Religious Education," IZA Discussion Papers 14989, Institute of Labor Economics (IZA).
    81. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    82. Simon Freyaldenhoven & Christian B. Hansen & Jorge Pérez Pérez & Jesse M. Shapiro & Constantino Carreto, 2024. "Policy Effect Estimation and Visualization in Linear Panel Event-Study Designs: Introducing the xtevent Package," Working Papers 2024-09, Banco de México.
    83. Sutirtha Bagchi & Libor Dušek, 2023. "Tax Withholding and the Size of Government," Villanova School of Business Department of Economics and Statistics Working Paper Series 59, Villanova School of Business Department of Economics and Statistics.
    84. Ting Xiao & Xin Yu & Liang Ding, 2023. "Can Farmers Punch Their Tickets to Wealth? The Spillover Effect of High-Speed Railway on Agriculture Development," SAGE Open, , vol. 13(4), pages 21582440231, December.
    85. Didier Nibbering & Matthijs Oosterveen, 2023. "Instrument-based estimation of full treatment effects with movers," Papers 2306.07018, arXiv.org.
    86. Kosfeld, Reinhold & Mitze, Timo & Rode, Johannes & Wälde, Klaus, 2021. "The Covid-19 containment effects of public health measures: A spatial difference-in-differences approach," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 128372, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    87. Liu, Bingcai & Roopsind, Anand & Sohngen, Brent, 2024. "Overlapping extractive land use rights increases deforestation and forest degradation in managed natural production forests," World Development, Elsevier, vol. 174(C).
    88. Hrozencik, R. Aaron & Perez-Quesada, Gabriela & Bocinsky, Kyle, 2024. "The Stocking Impact and Financial-Climate Risk of the Livestock Forage Disaster Program," Economic Research Report 340568, United States Department of Agriculture, Economic Research Service.
    89. Boese-Schlosser, Vanessa A. & Eberhardt, Markus, 2023. "How Does Democracy Cause Growth?," Discussion Papers, Research Unit: Transformations of Democracy SP V 2023-501, WZB Berlin Social Science Center.
    90. Jon Ellingsen & Caroline Espegren, 2022. "Lost in transition? Earnings losses of displaced petroleum workers," Working Papers No 06/2022, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
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    95. Cariolle, Joël, 2021. "International connectivity and the digital divide in Sub-Saharan Africa," Information Economics and Policy, Elsevier, vol. 55(C).
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    99. Kapeller, Rudolf & Cohen, Jed J. & Kollmann, Andrea & Reichl, Johannes, 2023. "Incentivizing residential electricity consumers to increase demand during periods of high local solar generation," Energy Economics, Elsevier, vol. 127(PA).
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    105. Natali, Ilaria, 2024. "Economic Opportunity and Opioid Regulation: the Case of Codeine in France," TSE Working Papers 24-1563, Toulouse School of Economics (TSE).
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    245. 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.
    246. 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.
    247. 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.
    248. Jean-Victor Alipour & Valentin Lindlacher, 2022. "No Surprises, Please: Voting Costs and Electoral Turnout," CESifo Working Paper Series 9759, CESifo.
    249. Kline, Brendan, 2024. "Classical p-values and the Bayesian posterior probability that the hypothesis is approximately true," Journal of Econometrics, Elsevier, vol. 240(1).
    250. Wu, Jianxian & Nie, Xin & Wang, Han, 2023. "Curse to blessing: The carbon emissions trading system and resource-based cities' carbon mitigation," Energy Policy, Elsevier, vol. 183(C).
    251. 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(01), April.
    252. 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.
    253. Julia Hatamyar, 2022. "Workplace Breastfeeding Legislation and Female Labor Force Participation in the United States," Papers 2209.05916, arXiv.org, revised Oct 2024.
    254. Philipp Breidenbach & Timo Mitze, 2022. "Large-scale sport events and COVID-19 infection effects: evidence from the German professional football ‘experiment’," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 15-45.
    255. Alexander Cuntz & Alessio Muscarnera & Utsav Bahl & Prince C. Oguguo, 2024. "Are the best tunes played on the oldest fiddles? Distribution and digitization of recorded classical music," WIPO Economic Research Working Papers 87, World Intellectual Property Organization - Economics and Statistics Division.
    256. Tan, Xiujie & Xiao, Ziwei & Liu, Yishuang & Taghizadeh-Hesary, Farhad & Wang, Banban & Dong, Hanmin, 2022. "The effect of green credit policy on energy efficiency: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    257. Shoya Ishimaru, 2021. "What Do We Get from Two-Way Fixed Effects Regressions? Implications from Numerical Equivalence," Papers 2103.12374, arXiv.org, revised Apr 2025.
    258. Jose Renato Haas Ornelas & Alexandre Reggi Pecora, 2022. "Does Fintech Lending Lower Financing Costs? Evidence From An Emerging Market," Working Papers Series 571, Central Bank of Brazil, Research Department.
    259. Rosa, Leonardo & Bettinger, Eric & Carnoy, Martin & Dantas, Pedro, 2022. "The effects of public high school subsidies on student test scores," Economics of Education Review, Elsevier, vol. 87(C).

  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. 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.
    2. Burt S. Barnow & Sanjay K. Pandey & Qian “Eric†Luo, 2024. "How Mixed-Methods Research Can Improve the Policy Relevance of Impact Evaluations," Evaluation Review, , vol. 48(3), pages 495-514, June.
    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.
    4. Kapur, Devesh, 2020. "Poverty, power and RCTs," World Development, Elsevier, vol. 127(C).

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

    Cited by:

    1. Dalia Ghanem & Pedro H. C. Sant'Anna & Kaspar Wuthrich, 2022. "Selection and parallel trends," Papers 2203.09001, arXiv.org, revised Mar 2024.
    2. 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).

  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. Lionel Fontagné & Francesca Micocci & Armando Rungi, 2025. "The heterogeneous impact of the EU-Canada agreement with causal machine learning," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-04913313, HAL.
    2. 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.
    3. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls with Staggered Adoption," Papers 1912.03290, arXiv.org, revised Jan 2021.
    4. Nuno Garoupa & Rok Spruk, 2024. "Populist Constitutional Backsliding and Judicial Independence: Evidence from Turkiye," Papers 2410.02439, arXiv.org.
    5. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
    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. Ibtihal Ferwana & Lav R. Varshney, 2022. "Optimal Recovery for Causal Inference," Papers 2208.06729, arXiv.org, revised Dec 2023.
    8. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," IFRO Working Paper 2024/03, University of Copenhagen, Department of Food and Resource Economics.
    9. 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.
    10. Ignacio Martinez & Jaume Vives-i-Bastida, 2022. "Bayesian and Frequentist Inference for Synthetic Controls," Papers 2206.01779, arXiv.org, revised Jul 2024.
    11. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    12. 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.
    13. Jack (Peiyao) Ma & Andrea Mantovani & Carlo Reggiani & Annette Broocks & Néstor Duch-Brown, 2024. "The Price Effects of Prohibiting Price Parity Clauses: Evidence from International Hotel Groups," Economics Series Working Papers 1043, University of Oxford, Department of Economics.
    14. Torben K. Mideksa, 2021. "Pricing for a Cooler Planet: An Empirical Analysis of the Effect of Taxing Carbon," CESifo Working Paper Series 9172, CESifo.
    15. Botosaru, Irene & Ferman, Bruno, 2017. "On the Role of Covariates in the Synthetic Control Method," MPRA Paper 80796, University Library of Munich, Germany.
    16. Lionel Fontagn'e & Francesca Micocci & Armando Rungi, 2024. "The heterogeneous impact of the EU-Canada agreement with causal machine learning," Papers 2407.07652, arXiv.org, revised Apr 2025.
    17. 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.
    18. Jin, Sainan & Miao, Ke & Su, Liangjun, 2021. "On factor models with random missing: EM estimation, inference, and cross validation," Journal of Econometrics, Elsevier, vol. 222(1), pages 745-777.
    19. Denis Fougère & Nicolas Jacquemet, 2020. "Policy Evaluation Using Causal Inference Methods," SciencePo Working papers Main hal-03455978, HAL.
    20. Cahan, Ercument & Bai, Jushan & Ng, Serena, 2023. "Factor-based imputation of missing values and covariances in panel data of large dimensions," Journal of Econometrics, Elsevier, vol. 233(1), pages 113-131.
    21. 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).
    22. Dalia Ghanem & Pedro H. C. Sant'Anna & Kaspar Wuthrich, 2022. "Selection and parallel trends," Papers 2203.09001, arXiv.org, revised Mar 2024.
    23. Choi, Jungjun & Kwon, Hyukjun & Liao, Yuan, 2024. "Inference for low-rank completion without sample splitting with application to treatment effect estimation," Journal of Econometrics, Elsevier, vol. 240(1).
    24. Gissur Ó Erlingsson & Jonas Klarin & Eva Mörk, 2024. "Does size matter? Evidence from municipal splits," Journal of Regional Science, Wiley Blackwell, vol. 64(3), pages 700-731, June.
    25. Kirill Borusyak & Peter Hull, 2023. "Nonrandom Exposure to Exogenous Shocks," Econometrica, Econometric Society, vol. 91(6), pages 2155-2185, November.
    26. Wei Tian, 2023. "Individual Causal Inference Using Panel Data With Multiple Outcomes," Papers 2306.01969, arXiv.org.
    27. Lukas J. Hornung & Nico Stöckmann, 2024. "Protectionism in Disguise? EU Anti-Dumping Measures Targeting PRC Iron and Steel Products," Journal of Industry, Competition and Trade, Springer, vol. 24(1), pages 1-31, December.
    28. Muhammad Jehangir Amjad & Devavrat Shah & Dennis Shen, 2017. "Robust Synthetic Control," Papers 1711.06940, arXiv.org.
    29. Aarushi Kalra, 2025. "Hate in the Time of Algorithms: Evidence on Online Behavior from a Large-Scale Experiment," Papers 2503.06244, arXiv.org.
    30. Boese-Schlosser, Vanessa A. & Eberhardt, Markus, 2023. "How Does Democracy Cause Growth?," Discussion Papers, Research Unit: Transformations of Democracy SP V 2023-501, WZB Berlin Social Science Center.
    31. Callaway, Brantly & Karami, Sonia, 2023. "Treatment effects in interactive fixed effects models with a small number of time periods," Journal of Econometrics, Elsevier, vol. 233(1), pages 184-208.
    32. Markus Eberhardt, 2021. "Democracy, growth, heterogeneity, and robustness," Discussion Papers 2021-02, University of Nottingham, GEP.
    33. Yiping Lu & Jiajin Li & Lexing Ying & Jose Blanchet, 2022. "Synthetic Principal Component Design: Fast Covariate Balancing with Synthetic Controls," Papers 2211.15241, arXiv.org.
    34. 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.
    35. Feliu Serra-Burriel & Pedro Delicado & Fernando M. Cucchietti, 2021. "Wildfires Vegetation Recovery through Satellite Remote Sensing and Functional Data Analysis," Mathematics, MDPI, vol. 9(11), pages 1-22, June.
    36. Biancalani, Francesco & Gnecco, Giorgio & Signori, Andrea & Vismara, Silvio, 2024. "Financing decisions following negative shocks in the product market: A matrix-completion study of the U.S. pharmaceutical industry," Economics Letters, Elsevier, vol. 243(C).
    37. Matthew J. McMahon & Sarah Marx Quintanar, 2024. "Separately measuring home‐field advantage for offenses and defenses: A panel‐data study of constituent channels within collegiate American football," Southern Economic Journal, John Wiley & Sons, vol. 90(4), pages 1060-1098, April.
    38. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
    39. Belloni, Alexandre & Chen, Mingli & Madrid Padilla, Oscar Hernan & Wang, Zixuan (Kevin), 2019. "High Dimensional Latent Panel Quantile Regression with an Application to Asset Pricing," The Warwick Economics Research Paper Series (TWERPS) 1230, University of Warwick, Department of Economics.
    40. Cheng Hsiao & Qiankun Zhou, 2024. "Panel treatment effects measurement: Factor or linear projection modelling?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(7), pages 1332-1358, November.
    41. Cerqua, Augusto & Letta, Marco, 2022. "Local inequalities of the COVID-19 crisis," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    42. Incerti, Trevor, 2024. "Who benefits from the revolving door? Evidence from Japan," OSF Preprints cmt7j, Center for Open Science.
    43. Ruofan Xu & Jiti Gao & Tatsushi Oka & Yoon-Jae Whang, 2022. "Quantile Random-Coefficient Regression with Interactive Fixed Effects: Heterogeneous Group-Level Policy Evaluation," Papers 2208.03632, arXiv.org, revised Nov 2024.
    44. Lluc Puig-Codina & Jaime Pinilla & Jaume Puig-Junoy, 2021. "The impact of taxing sugar-sweetened beverages on cola purchasing in Catalonia: an approach to causal inference with time series cross-sectional data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(1), pages 155-168, February.
    45. Anish Agarwal & Vasilis Syrgkanis, 2022. "Synthetic Blip Effects: Generalizing Synthetic Controls for the Dynamic Treatment Regime," Papers 2210.11003, arXiv.org.
    46. Yu-Kai Lin & Arun Rai, 2024. "The Scope of Software Patent Protection in the Digital Age: Evidence from Alice," Information Systems Research, INFORMS, vol. 35(2), pages 657-672, June.
    47. Alberto Abadie & Jaume Vives-i-Bastida, 2022. "Synthetic Controls in Action," Papers 2203.06279, arXiv.org.
    48. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2024. "Optimal Experimental Design for Staggered Rollouts," Management Science, INFORMS, vol. 70(8), pages 5317-5336, August.
    49. Rüttenauer, Tobias & Kapelle, Nicole, 2024. "Panel Data Analysis," SocArXiv 3mfzq, Center for Open Science.
    50. Ishita Chakraborty & Minkyung Kim & K. Sudhir, 2019. "Attribute Sentiment Scoring With Online Text Reviews : Accounting for Language Structure and Attribute Self-Selection," Cowles Foundation Discussion Papers 2176R, Cowles Foundation for Research in Economics, Yale University, revised Sep 2020.
    51. Giorgio Gnecco & Sara Landi & Massimo Riccaboni, 2024. "The emergence of social soft skill needs in the post COVID-19 era," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(1), pages 647-680, February.
    52. Ben Deaner & Chen-Wei Hsiang & Andrei Zeleneev, 2025. "Inferring Treatment Effects in Large Panels by Uncovering Latent Similarities," Papers 2503.20769, arXiv.org, revised Mar 2025.
    53. Ziwei Mei & Peter C. B. Phillips & Zhentao Shi, 2024. "The boosted Hodrick‐Prescott filter is more general than you might think," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(7), pages 1260-1281, November.
    54. Joe Maganga Zonda & Chang-Ching Lin & Ming-Jen Chang, 2024. "On the economic costs of political instabilities: a tale of sub-Saharan Africa," Empirical Economics, Springer, vol. 66(1), pages 137-173, January.
    55. Qili Wang & Liangfei Qiu & Wei Xu, 2024. "Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control," Information Systems Research, INFORMS, vol. 35(2), pages 706-726, June.
    56. Stefano, Roberta di & Mellace, Giovanni, 2020. "The inclusive synthetic control method," Discussion Papers on Economics 14/2020, University of Southern Denmark, Department of Economics.
    57. Qihui Chen, 2022. "A Unified Framework for Estimation of High-dimensional Conditional Factor Models," Papers 2209.00391, arXiv.org.
    58. Katarzyna Bech‐Wysocka & Magdalena Smyk & Joanna Tyrowicz & Lucas van der Velde, 2025. "Matching it up: Non‐standard work and job satisfaction," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 44(2), pages 508-532, March.
    59. 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.
    60. 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.
    61. Ryan Rafaty & Geoffroy Dolphin & Felix Pretis, 2020. "Carbon pricing and the elasticity of CO2 emissions," Working Papers EPRG2035, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    62. Sviták, Jan & Tichem, Jan & Haasbeek, Stefan, 2021. "Price effects of search advertising restrictions," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    63. Ruoxuan Xiong & Markus Pelger, 2019. "Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference," Papers 1910.08273, arXiv.org, revised Jan 2022.
    64. Li, Xingyu & Shen, Yan & Zhou, Qiankun, 2024. "Confidence intervals of treatment effects in panel data models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 240(1).
    65. Kanishka Misra & Vishal Singh & Qianyun (Poppy) Zhang, 2022. "Frontiers: Impact of Stay-at-Home-Orders and Cost-of-Living on Stimulus Response: Evidence from the CARES Act," Marketing Science, INFORMS, vol. 41(2), pages 211-229, March.
    66. Giorgio Gnecco & Federico Nutarelli & Massimo Riccaboni, 2023. "Matrix completion of world trade: An analysis of interpretability through Shapley values," The World Economy, Wiley Blackwell, vol. 46(9), pages 2707-2731, September.
    67. Victor Chernozhukov & Christian Hansen & Yuan Liao & Yinchu Zhu, 2019. "Inference for heterogeneous effects using low-rank estimations," CeMMAP working papers CWP31/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    68. 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.
    69. Ishita Chakraborty & Minkyung Kim & K. Sudhir, 2019. "Attribute Sentiment Scoring With Online Text Reviews : Accounting for Language Structure and Attribute Self-Selection," Cowles Foundation Discussion Papers 2176R2, Cowles Foundation for Research in Economics, Yale University, revised Jun 2021.
    70. Abhineet Agarwal & Anish Agarwal & Suhas Vijaykumar, 2023. "Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions," Papers 2303.14226, arXiv.org, revised Jan 2024.
    71. Léa BOU SLEIMAN & Germain GAUTHIER, 2020. "COVID-19: Reduced forms have gone viral, but what do they tell us?," Working Papers 2020-32, Center for Research in Economics and Statistics, revised 18 Jan 2021.
    72. Michał Marcin Kobierecki & Michał Pierzgalski, 2022. "Sports Mega-Events and Economic Growth: A Synthetic Control Approach," Journal of Sports Economics, , vol. 23(5), pages 567-597, June.
    73. 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.
    74. 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.
    75. Cengiz, Doruk & Tekgüç, Hasan, 2024. "Counterfactual reconciliation: Incorporating aggregation constraints for more accurate causal effect estimates," International Journal of Forecasting, Elsevier, vol. 40(2), pages 564-580.
    76. Yong Cai, 2022. "Linear Regression with Centrality Measures," Papers 2210.10024, arXiv.org.
    77. 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.
    78. Bogatyrev, Konstantin & Stoetzer, Lukas, 2024. "Synthetic Control Methods for Proportions," OSF Preprints brhd3, Center for Open Science.
    79. 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.
    80. 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.
    81. 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.
    82. Apoorva Lal & Daniel M Thompson, 2023. "Did Private Election Administration Funding Advantage Democrats in 2020?," Papers 2310.05275, arXiv.org.
    83. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    84. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    85. Finer, David Andrew, 2022. "No Shock Waves through Wall Street? Market Responses to the Risk of Nuclear War," Working Papers 318, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    86. Subodha Kumar & Liangfei Qiu & Arun Sen & Atish P. Sinha, 2022. "Putting analytics into action in care coordination research: Emerging issues and potential solutions," Production and Operations Management, Production and Operations Management Society, vol. 31(6), pages 2714-2738, June.
    87. Andersson, Henrik & Blind, Ina & Brunåker, Fabian & Dahlberg, Matz & Fredriksson, Greta & Granath, Jakob & Liang, Che-Yuan, 2023. "What's in a Label? On Neighbourhood Labelling, Stigma and Housing Prices," SocArXiv xu759, Center for Open Science.
    88. Anish Agarwal & Munther Dahleh & Devavrat Shah & Dennis Shen, 2021. "Causal Matrix Completion," Papers 2109.15154, arXiv.org.
    89. Giulio Grossi, 2023. "The policy is always greener: impact heterogeneity of Covid-19 vaccination lotteries in the US," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(4), pages 1351-1375, October.
    90. Cameron M. Ellis & Martin F. Grace & Rhet A. Smith & Juan Zhang, 2022. "Medical cannabis and automobile accidents: Evidence from auto insurance," Health Economics, John Wiley & Sons, Ltd., vol. 31(9), pages 1878-1897, September.
    91. Jin Liu & Xingchen Xu & Xi Nan & Yongjun Li & Yong Tan, 2023. ""Generate" the Future of Work through AI: Empirical Evidence from Online Labor Markets," Papers 2308.05201, arXiv.org, revised Jun 2024.
    92. Yiren Wang & Liangjun Su & Yichong Zhang, 2022. "Low-rank Panel Quantile Regression: Estimation and Inference," Papers 2210.11062, arXiv.org.
    93. Wei Tian & Seojeong Lee & Valentyn Panchenko, 2023. "Synthetic Controls with Multiple Outcomes," Papers 2304.02272, arXiv.org, revised Jul 2024.
    94. Seonghoon Kim & Kanghyock Koh, 2022. "Health insurance and subjective well‐being: Evidence from two healthcare reforms in the United States," Health Economics, John Wiley & Sons, Ltd., vol. 31(1), pages 233-249, January.
    95. Chen Liang & Murat Tunc & Gordon Burtch, 2024. "The Market Consequences of Perceived Strategic Generosity: An Empirical Examination of NFT Charity Fundraisers," Papers 2401.12064, arXiv.org, revised Dec 2024.
    96. Cong Wang, 2024. "Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component Analysis," Papers 2408.09271, arXiv.org, revised Sep 2024.
    97. Dinesh Puranam & Vrinda Kadiyali & Vishal Narayan, 2021. "The Impact of Increase in Minimum Wages on Consumer Perceptions of Service: A Transformer Model of Online Restaurant Reviews," Marketing Science, INFORMS, vol. 40(5), pages 985-1004, September.
    98. 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.
    99. Yang Zhou & Shigeto Kitano, 2024. "Effects of Capital Flow Management Measures on Wealth Inequality: New Evidence from Counterfactual Estimators," Discussion Paper Series DP2024-30, Research Institute for Economics & Business Administration, Kobe University, revised Dec 2024.
    100. Jianqing Fan & Kunpeng Li & Yuan Liao, 2020. "Recent Developments on Factor Models and its Applications in Econometric Learning," Papers 2009.10103, arXiv.org.
    101. Mani Bayani, 2021. "Robust PCA Synthetic Control," Papers 2108.12542, arXiv.org, revised Oct 2021.
    102. Greta Laage & Emma Frejinger & Andrea Lodi & Guillaume Rabusseau, 2021. "Assessing the Impact: Does an Improvement to a Revenue Management System Lead to an Improved Revenue?," Papers 2101.10249, arXiv.org, revised Jun 2021.
    103. Alberto Abadie & Anish Agarwal & Raaz Dwivedi & Abhin Shah, 2024. "Doubly Robust Inference in Causal Latent Factor Models," Papers 2402.11652, arXiv.org, revised Oct 2024.
    104. Jungjun Choi & Hyukjun Kwon & Yuan Liao, 2023. "Inference for Low-rank Models without Estimating the Rank," Papers 2311.16440, arXiv.org, revised Oct 2024.
    105. Luis Costa & Vivek F. Farias & Patricio Foncea & Jingyuan (Donna) Gan & Ayush Garg & Ivo Rosa Montenegro & Kumarjit Pathak & Tianyi Peng & Dusan Popovic, 2023. "Generalized Synthetic Control for TestOps at ABI: Models, Algorithms, and Infrastructure," Interfaces, INFORMS, vol. 53(5), pages 336-349, September.
    106. 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.
    107. Shan Huang & Chen Wang & Yuan Yuan & Jinglong Zhao & Brocco & Zhang, 2023. "Estimating Effects of Long-Term Treatments," Papers 2308.08152, arXiv.org, revised Dec 2024.
    108. 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.
    109. Marc K. Chan & Simon S. Kwok, 2022. "The PCDID Approach: Difference-in-Differences When Trends Are Potentially Unparallel and Stochastic," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1216-1233, June.
    110. Dmitry Arkhangelsky & Guido Imbens, 2018. "Fixed Effects and the Generalized Mundlak Estimator," Papers 1807.02099, arXiv.org, revised Aug 2023.
    111. Ruofan Xu & Jiti Gao & Tatsushi Oka & Yoon-Jae Whang, 2022. "Estimation of Heterogeneous Treatment Effects Using Quantile Regression with Interactive Fixed Effects," Monash Econometrics and Business Statistics Working Papers 13/22, Monash University, Department of Econometrics and Business Statistics.
    112. Dmitry Arkhangelsky & Aleksei Samkov, 2024. "Sequential Synthetic Difference in Differences," Papers 2404.00164, arXiv.org.
    113. Ramah Al Balawi & Yuheng Hu & Liangfei Qiu, 2023. "Brand Crisis and Customer Relationship Management on Social Media: Evidence from a Natural Experiment from the Airline Industry," Information Systems Research, INFORMS, vol. 34(2), pages 442-462, June.
    114. Bennato, Anna Rita & Davies, Stephen & Mariuzzo, Franco & Ormosi, Peter, 2021. "Mergers and innovation: Evidence from the hard disk drive market," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    115. 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.
    116. Tomasz Serwach, 2022. "The European Union and within-country income inequalities. The case of the New Member States," Working Papers hal-03548416, HAL.
    117. Dor Leventer & Daniel Nevo, 2024. "Correcting invalid regression discontinuity designs with multiple time period data," Papers 2408.05847, arXiv.org, revised Feb 2025.
    118. Anna Rita Bennato & Stephen Davies & Franco Mariuzzo & Peter Ormosi, 2019. "Mergers and Innovation: Evidence from the Hard Disk Drive Market," Working Paper series, University of East Anglia, Centre for Competition Policy (CCP) 2018-04v3, Centre for Competition Policy, University of East Anglia, Norwich, UK..
    119. 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.
    120. Giorgio Gnecco & Sara Landi & Massimo Riccaboni, 2023. "Can Machines Learn Creativity Needs? An Approach Based on Matrix Completion," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(3), pages 1111-1151, November.
    121. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
    122. Hollenbach, Florian M & Egerod, Benjamin, 2024. "How many is enough? Sample Size in Staggered Difference-in-Differences Designs," OSF Preprints ac5ru, Center for Open Science.
    123. Cengiz, Doruk & Tekgüç, Hasan, 2022. "Counterfactual Reconciliation: Incorporating Aggregation Constraints For More Accurate Causal Effect Estimates," MPRA Paper 114478, University Library of Munich, Germany.
    124. Timothy B. Armstrong & Martin Weidner & Andrei Zeleneev, 2024. "Robust estimation and inference in panels with interactive fixed effects," CeMMAP working papers 28/24, Institute for Fiscal Studies.
    125. Florian Gunsilius, 2020. "Distributional synthetic controls," Papers 2001.06118, arXiv.org, revised Dec 2021.
    126. Yixiao Sun & Haitian Xie & Yuhang Zhang, 2025. "Difference-in-Differences Meets Synthetic Control: Doubly Robust Identification and Estimation," Papers 2503.11375, arXiv.org.
    127. Rong J. B. Zhu, 2023. "Synthetic Regressing Control Method," Papers 2306.02584, arXiv.org, revised Oct 2023.
    128. Retsef Levi & Elisabeth Paulson & Georgia Perakis & Emily Zhang, 2024. "Heterogeneous Treatment Effects in Panel Data," Papers 2406.05633, arXiv.org.
    129. Jungjun Choi & Ming Yuan, 2023. "Matrix Completion When Missing Is Not at Random and Its Applications in Causal Panel Data Models," Papers 2308.02364, arXiv.org.
    130. Bei Xiao & Dongying Zhang & Renjun Li, 2024. "Do Differences in Modes of Production Affect the Ability of Ecological Restoration Projects to Improve Local Livelihoods?," Land, MDPI, vol. 13(10), pages 1-19, September.
    131. Petar Soric, 2024. "The euro and inflation in Croatia: much ado about nothing?," Public Sector Economics, Institute of Public Finance, vol. 48(1), pages 1-37.
    132. 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.
    133. Ke Sun & Linglong Kong & Hongtu Zhu & Chengchun Shi, 2024. "ARMA-Design: Optimal Treatment Allocation Strategies for A/B Testing in Partially Observable Time Series Experiments," Papers 2408.05342, arXiv.org, revised Jan 2025.
    134. Yang Pan & Liangfei Qiu, 2022. "How Ride‐Sharing Is Shaping Public Transit System: A Counterfactual Estimator Approach," Production and Operations Management, Production and Operations Management Society, vol. 31(3), pages 906-927, March.
    135. Sandro Heiniger, 2024. "Data-driven model selection within the matrix completion method for causal panel data models," Papers 2402.01069, arXiv.org.
    136. 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.

  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. Cavanagh,Jack & Fliegner,Jasmin Claire & Kopper,Sarah & Sautmann,Anja, 2023. "A Metadata Schema for Data from Experiments in the Social Sciences," Policy Research Working Paper Series 10296, The World Bank.
    2. 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.
    3. 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.

    Cited by:

    1. Merl, Robert & Stöckl, Thomas & Palan, Stefan, 2023. "Insider trading regulation and shorting constraints. Evaluating the joint effects of two market interventions," Journal of Banking & Finance, Elsevier, vol. 154(C).
    2. Lyócsa, Štefan & Výrost, Tomáš & Baumöhl, Eduard, 2019. "Return spillovers around the globe: A network approach," Economic Modelling, Elsevier, vol. 77(C), pages 133-146.
    3. Dreber, Anna & Heikensten, Emma & Säve-Söderbergh, Jenny, 2022. "Why do women ask for less?," Labour Economics, Elsevier, vol. 78(C).
    4. Jason Greenberg & Daniel B. Sands & Gino Cattani & Joseph Porac, 2024. "Rating systems and increased heterogeneity in firm performance: Evidence from the New York City Restaurant Industry, 1994–2013," Strategic Management Journal, Wiley Blackwell, vol. 45(1), pages 36-65, January.
    5. Anne Ardila Brenøe & Zeynep Eyibak & Lea Heursen & Eva Ranehill & Roberto A. Weber, 2025. "Gender Identity and Economic Decision Making," CESifo Working Paper Series 11612, CESifo.
    6. Thomas Buser & Rafael Ahlskog & Magnus Johannesson & Sven Oskarsson, 2022. "Occupational sorting on genes," Tinbergen Institute Discussion Papers 22-062/I, Tinbergen Institute, revised 29 Mar 2023.
    7. 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).
    8. Gunter, Ulrich & Önder, Irem & Smeral, Egon, 2019. "Scientific value of econometric tourism demand studies," Annals of Tourism Research, Elsevier, vol. 78(C), pages 1-1.
    9. Guillaume Coqueret, 2023. "Forking paths in financial economics," Papers 2401.08606, arXiv.org.
    10. 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.
    11. Wan, Shuaibin & Liang, Xiongwei & Jiang, Haoran & Sun, Jing & Djilali, Ned & Zhao, Tianshou, 2021. "A coupled machine learning and genetic algorithm approach to the design of porous electrodes for redox flow batteries," Applied Energy, Elsevier, vol. 298(C).
    12. Dudek, Thomas & Brenøe, Anne Ardila & Feld, Jan & Rohrer, Julia, 2022. "No Evidence That Siblings' Gender Affects Personality across Nine Countries," IZA Discussion Papers 15137, Institute of Labor Economics (IZA).
    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).
    14. van de Weijer, Margot P. & de Vries, Lianne P. & Pelt, Dirk H.M. & Ligthart, Lannie & Willemsen, Gonneke & Boomsma, Dorret I. & de Geus, Eco & Bartels, Meike, 2022. "Self-rated health when population health is challenged by the COVID-19 pandemic; a longitudinal study," Social Science & Medicine, Elsevier, vol. 306(C).
    15. Rene Schwaiger & Laura Hueber, 2021. "Do MTurkers Exhibit Myopic Loss Aversion?," Working Papers 2021-12, Faculty of Economics and Statistics, Universität Innsbruck.
    16. Kellner, Ralf & Rösch, Daniel, 2021. "A Bayesian Re-Interpretation of “significant” empirical financial research," Finance Research Letters, Elsevier, vol. 38(C).
    17. Huber, Christoph & Huber, Juergen & Kirchler, Michael, 2021. "Volatility shocks and investment behavior," OSF Preprints jr4eb, Center for Open Science.
    18. John List, 2024. "Optimally Generate Policy-Based Evidence Before Scaling," Natural Field Experiments 00783, The Field Experiments Website.
    19. Luigi Pace & Alessandra Salvan, 2020. "Likelihood, Replicability and Robbins' Confidence Sequences," International Statistical Review, International Statistical Institute, vol. 88(3), pages 599-615, December.
    20. 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).
    21. Christoph Huber & Anna Dreber & Jürgen Huber & Magnus Johannesson & Michael Kirchler & Utz Weitzel & Miguel Abellán & Xeniya Adayeva & Fehime Ceren Ay & Kai Barron & Zachariah Berry & Werner Bönte , 2023. "Competition and moral behavior: A meta-analysis of forty-five crowd-sourced experimental designs," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 120(23), pages 2215572120-, June.
    22. Felix Holzmeister & Magnus Johannesson & Robert Böhm & Anna Dreber & Jürgen Huber & Michael Kirchler, 2023. "Heterogeneity in effect size estimates: Empirical evidence and practical implications," Working Papers 2023-17, Faculty of Economics and Statistics, Universität Innsbruck.
    23. Felix Holzmeister & Magnus Johannesson & Colin F. Camerer & Yiling Chen & Teck-Hua Ho & Suzanne Hoogeveen & Juergen Huber & Noriko Imai & Taisuke Imai & Lawrence Jin & Michael Kirchler & Alexander Ly , 2025. "Examining the replicability of online experiments selected by a decision market," Nature Human Behaviour, Nature, vol. 9(2), pages 316-330, February.
    24. 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.
    25. John K. Kruschke, 2021. "Bayesian Analysis Reporting Guidelines," Nature Human Behaviour, Nature, vol. 5(10), pages 1282-1291, October.
    26. Yannick Hoga, 2022. "Quantifying the data-dredging bias in structural break tests," Statistical Papers, Springer, vol. 63(1), pages 143-155, February.
    27. Maria Thurow & Thilo Welz & Eric Knop & Tim Friede & Markus Pauly, 2025. "Robust confidence intervals for meta-regression with interaction effects," Computational Statistics, Springer, vol. 40(3), pages 1337-1360, March.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. Thomas Buser, 2024. "Adversarial economic preferences predict right-wing voting," Tinbergen Institute Discussion Papers 24-001/I, Tinbergen Institute.
    35. Armando Holzknecht & Jürgen Huber & Michael Kirchler & Tibor Neugebauer, 2024. "Speculating in zero-value assets: The greater fool game experiment," Working Papers 2024-09, Faculty of Economics and Statistics, Universität Innsbruck.
    36. Dreyfuss, Bnaya & Heffetz, Ori & Hoffman, Guy & Ishai, Guy & Kshirsagar, Alap, 2024. "Additive vs. subtractive earning in shared human-robot work environments," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 692-704.
    37. David Gonzalez-Jimenez & Francesco Capozza & Thomas Dirkmaat & Evelien van de Veer & Amber van Druten & Aurélien Baillon, 2025. "Falling and failing (to learn) : Evidence from a nation-wide cybersecurity field experiment with SMEs," Post-Print hal-04875787, HAL.
    38. Buser, Thomas & Ahlskog, Rafael & Johannesson, Magnus & Koellinger, Philipp & Oskarsson, Sven, 2024. "The causal effect of genetic variants linked to cognitive and non-cognitive skills on education and labor market outcomes," Labour Economics, Elsevier, vol. 90(C).
    39. 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.
    40. 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.
    41. Dreber, Anna & Johannesson, Magnus & Yang, Yifan, 2023. "Selective Reporting of Placebo Tests in Top Economics Journals," I4R Discussion Paper Series 31, The Institute for Replication (I4R).
    42. 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.
    43. Jack Fitzgerald & Paul Stroet & Kristina S. Weißmüller & Arjen Witteloostuijn, 2025. "Is There a Foreign Language Effect on Workplace Bribery Susceptibility? Evidence from a Randomized Controlled Vignette Experiment," Journal of Business Ethics, Springer, vol. 197(1), pages 73-97, February.
    44. Lutz Bornmann & Julian N. Marewski, 2024. "Opium in science and society: numbers and other quantifications," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(9), pages 5313-5346, September.
    45. 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).
    46. Mohamed Gaber & Edward J. Lusk, 2019. "A Vetting Protocol for the Analytical Procedures Platform for the AP-Phase of PCAOB Audits," Accounting and Finance Research, Sciedu Press, vol. 8(4), pages 1-43, November.
    47. Libman, A., 2024. ""Zoo" of empirical results: Quantitative research and accumulation of knowledge in social sciences," Journal of the New Economic Association, New Economic Association, vol. 65(4), pages 178-194.
    48. Marcelo Furlan & Enzo Barberio Mariano, 2024. "Effects of democracy, social inequality and economic growth on climate justice: An analysis with structural equation modelling," Natural Resources Forum, Blackwell Publishing, vol. 48(2), pages 435-467, May.
    49. Erik W. van Zwet & Eric A. Cator, 2021. "The significance filter, the winner's curse and the need to shrink," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 75(4), pages 437-452, November.
    50. Rose, Julia & Kirchler, Michael & Palan, Stefan, 2023. "Status and reputation nudging," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 105(C).
    51. 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.
    52. 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.
    53. 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.
    54. Rinne, Sonja, 2024. "Estimating the merit-order effect using coarsened exact matching: Reconciling theory with the empirical results to improve policy implications," Energy Policy, Elsevier, vol. 185(C).
    55. Kim, Jae H. & Shamsuddin, Abul, 2023. "Stock market anomalies: An extreme bounds analysis," International Review of Financial Analysis, Elsevier, vol. 90(C).
    56. Sarstedt, Marko & Adler, Susanne J., 2023. "An advanced method to streamline p-hacking," Journal of Business Research, Elsevier, vol. 163(C).
    57. 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.
    58. 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.
    59. 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).
    60. 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).
    61. Abel Rodríguez & Bruno Sansó, 2023. "An interview with Luis Raúl Pericchi," International Statistical Review, International Statistical Institute, vol. 91(1), pages 1-17, April.
    62. Williams, Cole Randall, 2019. "How redefining statistical significance can worsen the replication crisis," Economics Letters, Elsevier, vol. 181(C), pages 65-69.
    63. 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).
    64. 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.
    65. 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).
    66. 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.
    67. 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.
    68. Wickes, Ron, 2021. "Trade deficits and trade conflict: The United States and Japan," Japan and the World Economy, Elsevier, vol. 60(C).
    69. Ron Berman & Christophe Van den Bulte, 2022. "False Discovery in A/B Testing," Management Science, INFORMS, vol. 68(9), pages 6762-6782, September.
    70. Andrew Y. Chen, 2022. "Do t-Statistic Hurdles Need to be Raised?," Papers 2204.10275, arXiv.org, revised Apr 2024.
    71. Sadri, Arash, 2022. "The Ultimate Cause of the “Reproducibility Crisis”: Reductionist Statistics," MetaArXiv yxba5, Center for Open Science.
    72. Schaerer, Michael & du Plessis, Christilene & Nguyen, My Hoang Bao & van Aert, Robbie C.M. & Tiokhin, Leo & Lakens, Daniël & Giulia Clemente, Elena & Pfeiffer, Thomas & Dreber, Anna & Johannesson, Mag, 2023. "On the trajectory of discrimination: A meta-analysis and forecasting survey capturing 44 years of field experiments on gender and hiring decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 179(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. 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).
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    3. Matthew Ridley & Camille Terrier, 2018. "Fiscal and education spillovers from charter school expansion," CEP Discussion Papers dp1577, Centre for Economic Performance, LSE.
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    794. Seonho Shin, 2021. "Were they a shock or an opportunity?: The heterogeneous impacts of the 9/11 attacks on refugees as job seekers—a nonlinear multi-level approach," Empirical Economics, Springer, vol. 61(5), pages 2827-2864, November.
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    796. Lana Krehic, 2019. "A free rider problem? The effect of electric vehicles on urban toll prices in Norway," Working Paper Series 17819, Department of Economics, Norwegian University of Science and Technology.
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    854. Cettolin, Elena & Cole, Kym & Dalton, Patricio, 2024. "Improving workers’ performance in small firms: A randomized experiment on goal setting in Ghana," Other publications TiSEM d9fa5424-4f53-4e02-8cb2-c, Tilburg University, School of Economics and Management.
    855. Brian C. Thiede & Sara Ronnkvist & Anna Armao & Katrina Burka, 2022. "Climate anomalies and birth rates in sub-Saharan Africa," Climatic Change, Springer, vol. 171(1), pages 1-20, March.
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    857. Anthony J. Glass & Karligash Kenjegalieva, 2024. "Returns to scale, spillovers and persistence: A network perspective of U.S. bank size," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 2049-2076, April.
    858. Friebel, Guido & Manchin, Miriam & Mendola, Mariapia & Prarolo, Giovanni, 2018. "International Migration Intentions and Illegal Costs: Evidence Using Africa-to-Europe Smuggling Routes," CEPR Discussion Papers 13326, C.E.P.R. Discussion Papers.
    859. Oyakhilomen Oyinbo & Jordan Chamberlin & Tahirou Abdoulaye & Miet Maertens, 2022. "Digital extension, price risk, and farm performance: experimental evidence from Nigeria," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(2), pages 831-852, March.
    860. Per G. Fredriksson & Aatishya Mohanty, 2022. "COVID-19 Regulations, Political Institutions, and the Environment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(2), pages 323-353, February.
    861. Faber, Marius, 2018. "Robots and reshoring: Evidence from Mexican local labor markets," Working papers 2018/27, Faculty of Business and Economics - University of Basel.
    862. Michelle Escobar Carias & David Johnston & Rachel Knott & Rohan Sweeney, 2021. "Heat and Economic Preferences," Papers 2110.05611, arXiv.org, revised Aug 2022.
    863. McManus, Emma & Richardson, Joseph & Wattal, Vasudha & Woodard, Ritchie, 2023. "A Replication of "When a Doctor Falls from the Sky: The Impact of Easing Doctor Supply Constraints on Mortality", Okeke E.N. (2023)," I4R Discussion Paper Series 53, The Institute for Replication (I4R).
    864. Sandhya Garg & Samarth Gupta & Sushanta Mallick, 2025. "Financial Access and Entrepreneurship by Gender: Evidence from Rural India," Small Business Economics, Springer, vol. 64(2), pages 729-754, February.
    865. Yingheng Zhang & Haojie Li & Gang Ren, 2025. "Ex-post evaluation of transport interventions with causal mediation analysis," Transportation, Springer, vol. 52(1), pages 93-126, February.
    866. Costa, Francisco J M & Goldemberg, Diana, 2024. "Too Hot to Learn? Evidence from High School Dropouts in Brazil," OSF Preprints apu6j, Center for Open Science.
    867. Jessica Jumee Kim & Kenneth C. Wilbur, 2022. "Proxies for legal firearm prevalence," Quantitative Marketing and Economics (QME), Springer, vol. 20(3), pages 239-273, September.
    868. Bäuml, Matthias & Dette, Tilman & Pollmann, Michael, 2022. "Price and income effects of hospital reimbursements," Journal of Health Economics, Elsevier, vol. 81(C).
    869. Charlotte Pelras & Andrea Renk, 2022. "When Sterilizations Lower Immunizations: The Emergency Experience in India (1975-77)," DeFiPP Working Papers 2206, University of Namur, Development Finance and Public Policies.
    870. Huang, Junhua & Valizadeh, Pourya & Bryant, Henry & Priestley, Samuel, 2024. "How Did the Expiration of SNAP Emergency Allotments Affect Fresh Fruit and Vegetable Purchases of SNAP Households?," 2024 Annual Meeting, July 28-30, New Orleans, LA 344186, Agricultural and Applied Economics Association.
    871. Winnie Coleman & Dieter Nautz, 2025. "Asymmetric Inflation Target Credibility," Berlin School of Economics Discussion Papers 0060, Berlin School of Economics.
    872. Timmermans, Oscar, 2024. "Cash versus share payouts in relative performance plans," LSE Research Online Documents on Economics 123696, London School of Economics and Political Science, LSE Library.
    873. De Filippis, Fabrizio & Giua, Mara & Salvatici, Luca & Vaquero-Piñeiro, Cristina, 2022. "The international trade impacts of Geographical Indications: Hype or hope?," Food Policy, Elsevier, vol. 112(C).
    874. Bellemare, Marc F. & Lee, Yu Na & Novak, Lindsey, 2021. "Contract farming as partial insurance," World Development, Elsevier, vol. 140(C).
    875. von Haaren, Paula & Klonner, Stefan, 2020. "Maternal cash for better child health? The impacts of India’s IGMSY/PMMVY maternity benefit scheme," Working Papers 0689, University of Heidelberg, Department of Economics.
    876. Merkus, Erik & Schafmeister, Felix, 2021. "The role of in-person tutorials in higher education," Economics Letters, Elsevier, vol. 201(C).
    877. Fujin Zhou & Wouter Botzen, 2021. "Firm Level Evidence of Disaster Impacts on Growth in Vietnam," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 79(2), pages 277-322, June.
    878. Thorsten Janus, 2023. "Technology adoption in autocratic economies: The role of fiscal capacity," Scottish Journal of Political Economy, Scottish Economic Society, vol. 70(4), pages 355-371, September.
    879. Idriss Fontaine & Sabine Garabedian & Hélène Vérèmes, 2024. "Tropical cyclones and fertility: New evidence from developing countries," Post-Print hal-04717646, HAL.
    880. Bhan, Prateek Chandra & Vornberger, Judith & Wen, Jinglin, 2024. "Reflection and mental health: Experimental evidence from Germany," Working Papers 38, University of Konstanz, Cluster of Excellence "The Politics of Inequality. Perceptions, Participation and Policies".
    881. Costi, Chiara & Hollingsworth, Bruce & O'Sullivan, Vincent & Zucchelli, Eugenio, 2023. "Does caring for others affect our mental health? Evidence from the COVID-19 pandemic," Social Science & Medicine, Elsevier, vol. 321(C).
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  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. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
    2. Christian Hansen & Damian Kozbur & Sanjog Misra, 2016. "Targeted undersmoothing," ECON - Working Papers 282, Department of Economics - University of Zurich, revised Apr 2018.
    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. Lunyu Xie & Tianhua Zou & Joshua Linn & Haosheng Yan, 2024. "Can Building Subway Systems Improve Air Quality? New Evidence from Multiple Cities and Machine Learning," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(4), pages 1009-1044, April.
    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. Mullally, Conner & Chakravarty, Shourish, 2018. "Are Matching Funds for Smallholder Irrigation Money Well Spent?," SocArXiv x5vmz, Center for Open Science.
    7. Newham, Melissa & Valente, Marica, 2024. "The cost of influence: How gifts to physicians shape prescriptions and drug costs," Journal of Health Economics, Elsevier, vol. 95(C).
    8. Sookyo Jeong & Hongseok Namkoong, 2020. "Assessing External Validity Over Worst-case Subpopulations," Papers 2007.02411, arXiv.org, revised Feb 2022.
    9. Yi-Hau Chen & Szu-Yuan Hsu & Jie-Huei Wang & Chien-Chou Su, 2024. "Analyzing Treatment Effect by Integrating Existing Propensity Score and Outcome Regressions with Heterogeneous Covariate Sets," Mathematics, MDPI, vol. 12(14), pages 1-17, July.
    10. Pedro Forquesato, 2022. "Who Benefits from Political Connections in Brazilian Municipalities," Papers 2204.09450, arXiv.org.
    11. 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.
    12. 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.
    13. Valente, Marica, 2023. "Policy evaluation of waste pricing programs using heterogeneous causal effect estimation," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
    14. Soumajyoti Sarkar & Hamidreza Alvari, 2020. "Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org," Papers 2006.12995, arXiv.org.
    15. Bryan T. Kelly & Asaf Manela & Alan Moreira, 2019. "Text Selection," NBER Working Papers 26517, National Bureau of Economic Research, Inc.
    16. 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.
    17. Benjamin Jensen & Brandon Valeriano & Sam Whitt, 2024. "How cyber operations can reduce escalation pressures: Evidence from an experimental wargame study," Journal of Peace Research, Peace Research Institute Oslo, vol. 61(1), pages 119-133, January.
    18. Ying Deng & Qianqian Yue & Xin Zhao, 2024. "What Does Air Quality Information Disclosure Deliver and to Whom? Evidence from the Ambient Air Quality Standard (2012) Program in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(11), pages 2859-2887, November.
    19. 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.
    20. 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.
    21. 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).
    22. 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.
    23. Costanza Naguib, 2023. "Is the Impact of Opening the Borders Heterogeneous?," Diskussionsschriften dp2312, Universitaet Bern, Departement Volkswirtschaft.
    24. Christian Stetter & Philipp Mennig & Johannes Sauer, 2022. "Using Machine Learning to Identify Heterogeneous Impacts of Agri-Environment Schemes in the EU: A Case Study," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(4), pages 723-759.
    25. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    26. Kantha Dayaram & Alistair McGuire, 2019. "Retirement Reforms: Occupational Strain and Health," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 58(3), pages 522-542, July.
    27. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2018. "Deep Neural Networks for Estimation and Inference," Papers 1809.09953, arXiv.org, revised Sep 2019.
    28. 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. Vafa, Keyon & Athey, Susan & Blei, David M., 2024. "Estimating Wage Disparities Using Foundation Models," Research Papers 4206, Stanford University, Graduate School of Business.
    2. 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.
    3. 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.
    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. Soumajyoti Sarkar & Hamidreza Alvari, 2020. "Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org," Papers 2006.12995, arXiv.org.
    6. 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.
    7. 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.
    8. Dmitry Arkhangelsky & Guido Imbens, 2018. "Fixed Effects and the Generalized Mundlak Estimator," Papers 1807.02099, arXiv.org, revised Aug 2023.
    9. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    10. Matthias Huber & Simone Schüller & Marc Stöckli & Klaus Wohlrabe, 2018. "Maschinelles Lernen in der ökonomischen Forschung," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 71(07), pages 50-53, April.
    11. 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. 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. 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.
    4. 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.
    5. 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.
    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. Yi Zhang & Eli Ben-Michael & Kosuke Imai, 2022. "Safe Policy Learning under Regression Discontinuity Designs with Multiple Cutoffs," Papers 2208.13323, arXiv.org, revised Sep 2024.
    8. Patrick Kline & Christopher R. Walters, 2017. "On Heckits, LATE, and Numerical Equivalence," Papers 1706.05982, arXiv.org, revised Oct 2018.
    9. 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.
    10. Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
    11. 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.
    12. 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.
    13. Denis Fougère & Nicolas Jacquemet, 2020. "Policy Evaluation Using Causal Inference Methods," SciencePo Working papers Main hal-03455978, HAL.
    14. 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.
    15. Dan Black & Joonhwi Joo & Robert LaLonde & Jeffrey Smith & Evan Taylor, 2020. "Simple Tests for Selection: Learning More from Instrumental Variables," Working Papers 2020-048, Human Capital and Economic Opportunity Working Group.
    16. 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.
    17. Bertanha, Marinho & Moreira, Marcelo J., 2020. "Impossible inference in econometrics: Theory and applications," Journal of Econometrics, Elsevier, vol. 218(2), pages 247-270.
    18. Francesco Ruggieri, 2023. "Dynamic Regression Discontinuity: An Event-Study Approach," Papers 2307.14203, arXiv.org, revised Mar 2025.
    19. 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.
    20. Amanda E. Kowalski, 2018. "Behavior within a Clinical Trial and Implications for Mammography Guidelines," NBER Working Papers 25049, National Bureau of Economic Research, Inc.
    21. 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.
    22. Johansen, Eva Rye, 2021. "Relative age for grade and adolescent risky health behavior," Journal of Health Economics, Elsevier, vol. 76(C).
    23. He, Yang & Bartalotti, Otávio, 2020. "Wild bootstrap for fuzzy regression discontinuity designs: obtaining robust bias-corrected confidence intervals," ISU General Staff Papers 202005010700001071, Iowa State University, Department of Economics.
    24. Guiffard, Jean-Baptiste, 2024. "Valuing the virtual: The impact of fiber to the home on property prices in France," Telecommunications Policy, Elsevier, vol. 48(4).
    25. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
    26. Isaiah Andrews & Emily Oster, 2017. "A Simple Approximation for Evaluating External Validity Bias," NBER Working Papers 23826, National Bureau of Economic Research, Inc.
    27. Huber, Martin & Wüthrich, Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," University of California at San Diego, Economics Working Paper Series qt4j29d8sc, Department of Economics, UC San Diego.
    28. 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.
    29. 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.
    30. Kohei Yata, 2021. "Optimal Decision Rules Under Partial Identification," Papers 2111.04926, arXiv.org, revised Mar 2025.
    31. Mauricio Villamizar-Villegas & Freddy A. Pinzón-Puerto & María Alejandra Ruiz-Sánchez, 2020. "A Comprehensive History of Regression Discontinuity Designs: An Empirical Survey of the last 60 Years," Borradores de Economia 1112, Banco de la Republica de Colombia.
    32. Abhijeet Singh, 2020. "Learning More with Every Year: School Year Productivity and International Learning Divergence," Journal of the European Economic Association, European Economic Association, vol. 18(4), pages 1770-1813.
    33. 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.
    34. 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).
    35. Robert W. Hahn & Robert D. Metcalfe, 2021. "Efficiency and Equity Impacts of Energy Subsidies," NBER Working Papers 28371, National Bureau of Economic Research, Inc.
    36. Meager, Rachael & Sturdy, Jennifer, 2017. "Aggregating Distributional Treatment Effects: A Bayesian Hierarchical Analysis of the Microcredit Literature," MetaArXiv 7tkvm, Center for Open Science.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. Yiwei Sun, 2023. "Extrapolating Away from the Cutoff in Regression Discontinuity Designs," Papers 2311.18136, arXiv.org.
    42. 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.
    43. 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).
    44. 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.
    45. 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.
    46. 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.
    47. 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).
    48. 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.
    49. Marinho Bertanha, 2021. "Regression Discontinuity Design with Many Thresholds," Papers 2101.01245, arXiv.org.
    50. 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).
    51. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    52. Simon ter Meulen, 2023. "Long-Term Effects of Grade Retention," CESifo Working Paper Series 10212, CESifo.
    53. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    54. 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.
    55. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    56. 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.
    57. Yuta Okamoto & Yuuki Ozaki, 2024. "On Extrapolation of Treatment Effects in Multiple-Cutoff Regression Discontinuity Designs," Papers 2412.04265, arXiv.org.
    58. Jiafeng Chen, 2021. "Nonparametric Treatment Effect Identification in School Choice," Papers 2112.03872, arXiv.org, revised Oct 2023.
    59. Jisoo Hwang & Seung‐sik Hwang & Hyuncheol Bryant Kim & Jungmin Lee & Junseok Lee, 2024. "Risk compensation after COVID‐19 vaccination: Evidence from vaccine rollout by exact birth date in South Korea," Health Economics, John Wiley & Sons, Ltd., vol. 33(8), pages 1811-1830, August.

  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 Aug 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. John Mullahy, 2018. "Treatment Effects with Multiple Outcomes," NBER Working Papers 25307, National Bureau of Economic Research, Inc.
    3. 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.
    4. Chen, Jiafeng & Ritzwoller, David M., 2023. "Semiparametric estimation of long-term treatment effects," Journal of Econometrics, Elsevier, vol. 237(2).
    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.
    6. 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.
    7. Rahul Singh & Hannah Zhou, 2022. "Kernel methods for long term dose response curves," Papers 2201.05139, arXiv.org, revised Dec 2024.
    8. David M. Ritzwoller & Vasilis Syrgkanis, 2024. "Simultaneous Inference for Local Structural Parameters with Random Forests," Papers 2405.07860, arXiv.org, revised Sep 2024.
    9. 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, 2023. "Asymptotically Unbiased Synthetic Control Methods by Density Matching," Papers 2307.11127, arXiv.org, revised Feb 2025.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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).
    8. 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.
    9. Niklas Potrafke & Kaspar Wüthrich, 2020. "Green Governments," CESifo Working Paper Series 8726, CESifo.
    10. 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.
    11. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    12. 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.
    13. 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.
    14. 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.
    15. Yihong Xu & Quan Zhou, 2025. "Bayesian Synthetic Control with a Soft Simplex Constraint," Papers 2503.06454, arXiv.org.
    16. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    17. 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.
    18. 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).
    19. 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.
    20. 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.
    21. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference In Differences," NBER Working Papers 25532, National Bureau of Economic Research, Inc.
    22. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    23. Yu, Yang & Jaenicke, Edward C., 2021. "The effect of sell-by dates on purchase volume and food waste," Food Policy, Elsevier, vol. 98(C).
    24. S. V. Doroshenko & R. I. Vasileva & V. P. Litvinets, 2024. "The Far Eastern Development Program and Effectiveness for Regions: Case-Study Assessment," Studies on Russian Economic Development, Springer, vol. 35(2), pages 237-245, April.
    25. 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.
    26. Clarke, Damian, 2017. "Estimating Difference-in-Differences in the Presence of Spillovers," MPRA Paper 81604, University Library of Munich, Germany.
    27. Rangel, Marcos & Nobles, Jenna & Hamoudi, Amar, 2019. "Brazil's Missing Infants: Zika Risk Changes Reproductive Behavior," SocArXiv fu8bp, Center for Open Science.
    28. Ferman, Bruno, 2017. "Matching Estimators with Few Treated and Many Control Observations," MPRA Paper 78940, University Library of Munich, Germany.
    29. 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.
    30. 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.
    31. Botosaru, Irene & Ferman, Bruno, 2017. "On the Role of Covariates in the Synthetic Control Method," MPRA Paper 80796, University Library of Munich, Germany.
    32. 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.
    33. Alberto Abadie & Jinglong Zhao, 2021. "Synthetic Controls for Experimental Design," Papers 2108.02196, arXiv.org, revised Apr 2025.
    34. Kraynak,Daniel Christopher & Timilsina,Govinda R. & Alberini,Anna, 2024. "The Effect of Pricing Instruments on CO2 Emissions: Empirical Evidence from Australia," Policy Research Working Paper Series 10812, The World Bank.
    35. 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.
    36. 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.
    37. 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).
    38. 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).
    39. Jan Bruha & Jaromir Tonner, 2017. "An Exchange Rate Floor as an Instrument of Monetary Policy: An Ex-post Assessment of the Czech Experience," Working Papers 2017/04, Czech National Bank.
    40. 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.
    41. 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.
    42. Camilla Beck Olsen & Hans Olav Melberg, 2018. "Did adolescents in Norway respond to the elimination of copayments for general practitioner services?," Health Economics, John Wiley & Sons, Ltd., vol. 27(7), pages 1120-1130, July.
    43. Matthew Ridley & Camille Terrier, 2018. "Fiscal and education spillovers from charter school expansion," CEP Discussion Papers dp1577, Centre for Economic Performance, LSE.
    44. 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).
    45. 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.
    46. Julia Tanndal & Daniel Waldenström, 2018. "Does Financial Deregulation Boost Top Incomes? Evidence from the Big Bang," Economica, London School of Economics and Political Science, vol. 85(338), pages 232-265, April.
    47. 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.
    48. Muhammad Jehangir Amjad & Devavrat Shah & Dennis Shen, 2017. "Robust Synthetic Control," Papers 1711.06940, arXiv.org.
    49. Xin, Mengwei & Shalaby, Amer & Feng, Shumin & Zhao, Hu, 2021. "Impacts of COVID-19 on urban rail transit ridership using the Synthetic Control Method," Transport Policy, Elsevier, vol. 111(C), pages 1-16.
    50. Mellace, Giovanni & Pasquini, Alessandra, 2019. "Identify More, Observe Less: Mediation Analysis: Mediation Analysis Synthetic Control," Discussion Papers on Economics 12/2019, University of Southern Denmark, Department of Economics.
    51. Borgschulte, Mark & Vogler, Jacob, 2019. "Did the ACA Medicaid Expansion Save Lives?," IZA Discussion Papers 12552, Institute of Labor Economics (IZA).
    52. Xiaomeng Zhang & Wendun Wang & Xinyu Zhang, 2022. "Asymptotic Properties of the Synthetic Control Method," Papers 2211.12095, arXiv.org.
    53. Jaume Vives-i-Bastida, 2022. "Predictor Selection for Synthetic Controls," Papers 2203.11576, arXiv.org, revised Dec 2022.
    54. 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.
    55. Achille Nazaret & Claudia Shi & David M. Blei, 2023. "On the Misspecification of Linear Assumptions in Synthetic Control," Papers 2302.12777, arXiv.org.
    56. Jason Poulos & Shuxi Zeng, 2017. "RNN-based counterfactual prediction, with an application to homestead policy and public schooling," Papers 1712.03553, arXiv.org, revised May 2021.
    57. Carlos Viana de Carvalho & Ricardo Masini & Marcelo Cunha Medeiros, 2016. "The perils of Counterfactual Analysis with Integrated Processes," Textos para discussão 654, Department of Economics PUC-Rio (Brazil).
    58. Justin C. Wiltshire, 2023. "Walmart Supercenters and Monopsony Power: How A Large, Low-Wage Employer Impacts Local Labor Markets," Department Discussion Papers 2304, Department of Economics, University of Victoria.
    59. 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.
    60. González Rozada, Martín & Ruffo, Hernán, 2021. "Do Trade Agreements Contribute to the Decline in Labor Share? Evidence from Latin American Countries," IDB Publications (Working Papers) 11782, Inter-American Development Bank.
    61. 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.
    62. Anish Agarwal & Vasilis Syrgkanis, 2022. "Synthetic Blip Effects: Generalizing Synthetic Controls for the Dynamic Treatment Regime," Papers 2210.11003, arXiv.org.
    63. 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.
    64. Alberto Abadie & Jaume Vives-i-Bastida, 2022. "Synthetic Controls in Action," Papers 2203.06279, arXiv.org.
    65. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2024. "Optimal Experimental Design for Staggered Rollouts," Management Science, INFORMS, vol. 70(8), pages 5317-5336, August.
    66. Panizza, Ugo & Caselli, Francesca & Faralli, Matilde & Manasse, Paolo, 2021. "On the Benefits of Repaying," CEPR Discussion Papers 16539, C.E.P.R. Discussion Papers.
    67. 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.
    68. Youngho Kim, 2024. "Payments for Ecosystem Services Programs and Climate Change Adaptation in Agriculture," Economics Series Working Papers 1054, University of Oxford, Department of Economics.
    69. Chiara Natalie Focacci & Mitja Kovac & Rok Spruk, 2022. "The perils of Kremlin's influence: evidence from Ukraine," Papers 2206.04950, arXiv.org.
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    71. Hao Li, 2020. "The effect of universal pre‐kindergarten policy on female labor force participation—A synthetic control approach," Southern Economic Journal, John Wiley & Sons, vol. 87(2), pages 440-482, October.
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    73. Moeeni, Safoura, 2021. "The intergenerational effects of economic sanctions," CLEF Working Paper Series 33, Canadian Labour Economics Forum (CLEF), University of Waterloo.
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    104. 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.
    105. Douglas Kiarelly Godoy de Araujo & Carlos Cantú & Allan Chinchilla & Cecilia Franco & Jon Frost & Andrea Oconitrillo, 2024. "Fast payments and banking: Costa Rica's SINPE Móvil," BIS Papers chapters, in: Bank for International Settlements (ed.), Faster digital payments: global and regional perspectives, volume 127, pages 45-60, Bank for International Settlements.
    106. 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.
    107. 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.
    108. 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.
    109. 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.
    110. 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.
    111. 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.
    112. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    113. Justin C. Wiltsire, 2024. "Lifting the Cap on Non-Resident University Enrollment: Evidence from Wisconsin," Department Discussion Papers 2408, Department of Economics, University of Victoria.
    114. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    115. Mohammad Reza Farzanegan & Mohammad Ali Kadivar, 2021. "The Effect of Islamic Revolution and War on Income Inequality in Iran," CESifo Working Paper Series 9428, CESifo.
    116. 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).
    117. Jacob Goldin & Julian Nyarko & Justin Young, 2022. "Forecasting Algorithms for Causal Inference with Panel Data," Papers 2208.03489, arXiv.org, revised Apr 2024.
    118. 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.
    119. 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.
    120. Guillaume Allaire Pouliot & Zhen Xie, 2022. "Degrees of Freedom and Information Criteria for the Synthetic Control Method," Papers 2207.02943, arXiv.org.
    121. Bai, Jushan & Wang, Peng, 2024. "Causal inference using factor models," MPRA Paper 120585, University Library of Munich, Germany.
    122. 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.
    123. Angela Zhou & Andrew Koo & Nathan Kallus & Rene Ropac & Richard Peterson & Stephen Koppel & Tiffany Bergin, 2021. "An Empirical Evaluation of the Impact of New York's Bail Reform on Crime Using Synthetic Controls," Papers 2111.08664, arXiv.org, revised Jun 2023.
    124. Giovanni Mellace & Alessandra Pasquini, 2019. "Identify More, Observe Less: Mediation Analysis Synthetic Control," CEIS Research Paper 474, Tor Vergata University, CEIS, revised 20 Nov 2019.
    125. Florian Gunsilius & David Van Dijcke, 2025. "disco: Distributional Synthetic Controls," Papers 2501.07550, arXiv.org, revised Jan 2025.
    126. Yonzan, Nishant & Timilsina, Laxman & Kelly, Inas Rashad, 2024. "Economic incentives surrounding fertility: Evidence from Alaska’s permanent fund dividend," Economics & Human Biology, Elsevier, vol. 52(C).
    127. Victor Chernozhukov & Kaspar Wüthrich & Yinchu Zhu, 2019. "Inference on average treatment effects in aggregate panel data settings," CeMMAP working papers CWP32/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    128. Greta Laage & Emma Frejinger & Andrea Lodi & Guillaume Rabusseau, 2021. "Assessing the Impact: Does an Improvement to a Revenue Management System Lead to an Improved Revenue?," Papers 2101.10249, arXiv.org, revised Jun 2021.
    129. 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.
    130. Harvey, A. & Thiele, S., 2017. "Co-integration and control: assessing the impact of events using time series data," Cambridge Working Papers in Economics 1731, Faculty of Economics, University of Cambridge.
    131. Kuruc, Kevin, 2022. "Are IMF rescue packages effective? A synthetic control analysis of macroeconomic crises," Journal of Monetary Economics, Elsevier, vol. 127(C), pages 38-53.
    132. Klaus Gründler & Niklas Potrafke, 2020. "Fiscal Rules: Historical, Modern, and Sub-National Growth Effects," CESifo Working Paper Series 8305, CESifo.
    133. Christoph F. Kurz & Martin Rehm & Rolf Holle & Christina Teuner & Michael Laxy & Larissa Schwarzkopf, 2019. "The effect of bariatric surgery on health care costs: A synthetic control approach using Bayesian structural time series," Health Economics, John Wiley & Sons, Ltd., vol. 28(11), pages 1293-1307, November.
    134. 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.
    135. 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.
    136. 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.
    137. Ferman, Bruno & Pinto, Cristine, 2017. "Placebo Tests for Synthetic Controls," MPRA Paper 78079, University Library of Munich, Germany.
    138. Ben Deaner & Hyejin Ku, 2024. "Causal Duration Analysis with Diff-in-Diff," Papers 2405.05220, arXiv.org.
    139. 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).
    140. Kathleen T. Li & Christophe Van den Bulte, 2023. "Augmented Difference-in-Differences," Marketing Science, INFORMS, vol. 42(4), pages 746-767, July.
    141. 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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    143. Justin Wiltshire, 2021. "allsynth: Synthetic control bias-corrections utilities for Stata," 2021 Stata Conference 15, Stata Users Group.
    144. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
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    148. Victor Chernozhukov & Kaspar Wuthrich & Yinchu Zhu, 2018. "A $t$-test for synthetic controls," Papers 1812.10820, arXiv.org, revised Jan 2024.
    149. Rong J. B. Zhu, 2023. "Synthetic Regressing Control Method," Papers 2306.02584, arXiv.org, revised Oct 2023.
    150. Lin, Lee-Kai, 2022. "Effects of a global budget payment scheme on medical specialty workforces," Social Science & Medicine, Elsevier, vol. 309(C).
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    152. Marion Leroutier, 2021. "Carbon Pricing and Power Sector Decarbonisation: Evidence from the UK," CIRED Working Papers halshs-03265636, HAL.
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  35. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.

    Cited by:

    1. Karen Macours & Renos Vakis, 2016. "Sustaining Impacts When Transfers End: Women Leaders, Aspirations, and Investment in Children," NBER Working Papers 22871, National Bureau of Economic Research, Inc.
    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. "Algorithmic Collusion in Auctions: Evidence from Controlled Laboratory Experiments," Papers 2306.09437, arXiv.org, revised Jan 2025.
    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. 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).
    6. 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.
    7. 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.
    8. Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony, 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," IZA Discussion Papers 10961, Institute of Labor Economics (IZA).
    9. 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.
    10. Tom Coupé & W. Robert Reed & Christian Zimmerman, 2022. "Paving the Road for Replications: Experimental Results from an Online Research Repository," Working Papers in Economics 22/05, University of Canterbury, Department of Economics and Finance.
    11. 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.
    12. Burgess, Simon & Metcalfe, Robert & Sadoff, Sally, 2021. "Understanding the response to financial and non-financial incentives in education: Field experimental evidence using high-stakes assessments," Economics of Education Review, Elsevier, vol. 85(C).
    13. Anell, Anders & Dietrichson, Jens & Ellegård, Lina Maria & Kjellsson, Gustav, 2017. "Information, Switching Costs, and Consumer Choice: Evidence from Two Randomized Field Experiments in Swedish Primary Health Care," Working Papers 2017:7, Lund University, Department of Economics, revised 27 Jun 2018.
    14. 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.
    15. Macours, Karen & Laajaj, Rachid, 2018. "Measuring Skills in Developing Countries," CEPR Discussion Papers 13271, C.E.P.R. Discussion Papers.
    16. Abhijit Banerjee & Sylvain Chassang & Sergio Montero & Erik Snowberg, 2017. "A Theory of Experimenters," NBER Working Papers 23867, National Bureau of Economic Research, Inc.
    17. 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.
    18. Wesley Burnett, J. & Mothorpe, Christopher, 2021. "Human-induced earthquakes, risk salience, and housing values," Resource and Energy Economics, Elsevier, vol. 63(C).
    19. 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.
    20. 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).
    21. 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.
    22. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    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.

  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. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    2. 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.
    3. 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.
    4. 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.
    5. Gnangnon, Sèna Kimm, 2025. "Effect of the Suspension from the African Growth and Opportunity Act Programme on Poverty in Sub-Saharan Africa," EconStor Preprints 309194, ZBW - Leibniz Information Centre for Economics.
    6. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference In Differences," NBER Working Papers 25532, National Bureau of Economic Research, Inc.
    7. Jelena Bradic & Stefan Wager & Yinchu Zhu, 2019. "Sparsity Double Robust Inference of Average Treatment Effects," Papers 1905.00744, arXiv.org.
    8. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    9. Zongwu Cai & Ying Fang & Ming Lin & Yaqian Wu, 2024. "Estimating Counterfactual Distribution Functions via Optimal Distribution Balancing with Applications," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202415, University of Kansas, Department of Economics.
    10. 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.
    11. Michael Lechner & Jana Mareckova, 2024. "Comprehensive Causal Machine Learning," Papers 2405.10198, arXiv.org, revised Feb 2025.
    12. Lenz, Gabriel & Sahn, Alexander, 2017. "Achieving Statistical Significance with Covariates and without Transparency," MetaArXiv s42ba, Center for Open Science.
    13. 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).
    14. 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.
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    45. 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.
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    Cited by:

    1. Athey, Susan & Luca, Michael, 2018. "Economists (and Economics) in Tech Companies," Research Papers 3735, Stanford University, Graduate School of Business.
    2. Cruces,Guillermo & Dario Tortarolo & Vazquez-Bare,Gonzalo, 2025. "Design of Partial Population Experiments with an Application to Spillovers in Tax Compliance," Policy Research Working Paper Series 11059, The World Bank.
    3. 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.
    4. Davide Viviano, 2020. "Experimental Design under Network Interference," Papers 2003.08421, arXiv.org, revised Jul 2022.
    5. Supriya Tiwari & Pallavi Basu, 2024. "Quasi-randomization tests for network interference," Papers 2403.16673, arXiv.org, revised Oct 2024.
    6. Tadao Hoshino & Takahide Yanagi, 2024. "Causal Inference with Noncompliance and Unknown Interference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 119(548), pages 2869-2880, October.
    7. Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens, 2021. "Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference," Papers 2107.12420, arXiv.org, revised Jun 2024.
    8. Luofeng Liao & Yuan Gao & Christian Kroer, 2022. "Statistical Inference for Fisher Market Equilibrium," Papers 2209.15422, arXiv.org, revised Feb 2025.
    9. Fafchamps, Marcel & Caeyers, Bet, 2020. "Exclusion bias and the estimation of peer effects," CEPR Discussion Papers 14386, C.E.P.R. Discussion Papers.
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    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. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    3. 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.
    4. 'Agoston Reguly, 2021. "Heterogeneous Treatment Effects in Regression Discontinuity Designs," Papers 2106.11640, arXiv.org, revised Oct 2021.
    5. Rina Friedberg & Julie Tibshirani & Susan Athey & Stefan Wager, 2018. "Local Linear Forests," Papers 1807.11408, arXiv.org, revised Sep 2020.
    6. Picard, Julien & Banerjee, Sanchayan, 2023. "Behavioural spillovers unpacked: estimating the side effects of social norm nudges," LSE Research Online Documents on Economics 120566, London School of Economics and Political Science, LSE Library.
    7. Sonan Memon, 2021. "Machine Learning for Economists: An Introduction," PIDE Knowledge Brief 2021:33, Pakistan Institute of Development Economics.
    8. Burgess, Simon & Metcalfe, Robert & Sadoff, Sally, 2021. "Understanding the response to financial and non-financial incentives in education: Field experimental evidence using high-stakes assessments," Economics of Education Review, Elsevier, vol. 85(C).
    9. Rock, Rufus & Strauss, Ilan & O'Reilly, Tim & Mazzucato, Mariana, 2024. "Behind the clicks: Can Amazon allocate user attention as it pleases?," Information Economics and Policy, Elsevier, vol. 69(C).
    10. Fafchamps, Marcel & Labonne, Julien, 2016. "Using Split Samples to Improve Inference on Causal Effects," CEPR Discussion Papers 11077, C.E.P.R. Discussion Papers.
    11. Frank Oechsle, 2023. "Increasing the robustness of uplift modeling using additional splits and diversified leaf select," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(4), pages 738-746, December.
    12. 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.
    13. 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.
    14. 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.
    15. Stefano Cabras & J. D. Tena, 2023. "Implicit institutional incentives and individual decisions: Causal inference with deep learning models," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(6), pages 3739-3754, September.
    16. 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.
    17. 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).
    18. 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.
    19. 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.
    20. 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.
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    22. 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).
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    25. 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.
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    28. 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.
    29. 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".
    30. Serena Ng, 2017. "Opportunities and Challenges: Lessons from Analyzing Terabytes of Scanner Data," NBER Working Papers 23673, National Bureau of Economic Research, Inc.
    31. Bosker, Maarten, 2022. "City origins," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    32. 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.
    33. Marcel Fafchamps & Julien Labonne, 2016. "Using Split Samples to Improve Inference about Causal Effects," NBER Working Papers 21842, National Bureau of Economic Research, Inc.
    34. Johannes Haupt & Stefan Lessmann, 2020. "Targeting customers under response-dependent costs," Papers 2003.06271, arXiv.org, revised Aug 2021.
    35. 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.
    36. 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.
    37. Majid Bazarbash, 2019. "FinTech in Financial Inclusion: Machine Learning Applications in Assessing Credit Risk," IMF Working Papers 2019/109, International Monetary Fund.
    38. Maria Nareklishvili & Nicholas Polson & Vadim Sokolov, 2022. "Feature Selection for Personalized Policy Analysis," Papers 2301.00251, arXiv.org, revised Jul 2023.
    39. Antonio R. Linero, 2023. "Prior and posterior checking of implicit causal assumptions," Biometrics, The International Biometric Society, vol. 79(4), pages 3153-3164, December.
    40. 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.
    41. Daniel Ershov, 2018. "Competing with Superstars in the Mobile App Market," Working Papers 18-02, NET Institute.
    42. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
    43. 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.
    44. Florian Gunsilius & Meng Hsuan Hsieh & Myung Jin Lee, 2022. "Tangential Wasserstein Projections," Papers 2207.14727, arXiv.org, revised Aug 2022.
    45. 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.
    46. 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.
    47. 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.

  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. 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).
    3. 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.
    4. 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.
    5. 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.
    6. Hajime Seya & Takahiro Yoshida, 2017. "Propensity score matching for multiple treatment levels: A CODA-based contribution," Papers 1710.08558, arXiv.org.
    7. Sokbae (Simon) Lee & Bernard Salanie, 2018. "Identifying effects of multivalued treatments," CeMMAP working papers CWP34/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    8. 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.
    9. 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).
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. Anqi Yin & Ao Yuan & Ming T. Tan, 2024. "Doubly Robust Semiparametric Estimation for Multi-group Causal Comparisons," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 16(1), pages 45-68, April.
    16. 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.
    17. 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.
    18. 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.
    19. 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).
    20. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    21. Ashesh Rambachan & Neil Shephard, 2019. "When do common time series estimands have nonparametric causal meaning?," Papers 1903.01637, arXiv.org, revised Jan 2025.
    22. 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(01), April.
    23. 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.

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

    Cited by:

    1. Vikas Ramachandra, 2018. "Causal Inference for Survival Analysis," Papers 1803.08218, arXiv.org.
    2. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
    3. Chakraborty, Chiranjit & Joseph, Andreas, 2017. "Machine learning at central banks," Bank of England working papers 674, Bank of England.
    4. Vikas Ramachandra, 2018. "Deep Learning for Causal Inference," Papers 1803.00149, arXiv.org.
    5. 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.
    6. 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.

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    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Nicolas Apfel, 2019. "Relaxing the Exclusion Restriction in Shift-Share Instrumental Variable Estimation," Papers 1907.00222, arXiv.org, revised Jul 2022.
    6. Bertille Antoine & Prosper Dovonon, 2020. "Robust Estimation with Exponentially Tilted Hellinger Distance," Discussion Papers dp20-02, Department of Economics, Simon Fraser University.
    7. 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.
    8. 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).
    9. Kirill S. Evdokimov & Michal Kolesár, 2018. "Inference in Instrumental Variable Regression Analysis with Heterogeneous Treatment Effects," Working Papers 2018-16, Princeton University. Economics Department..
    10. Zhaonan Qu & Yongchan Kwon, 2024. "Distributionally Robust Instrumental Variables Estimation," Papers 2410.15634, arXiv.org, revised Dec 2024.
    11. Clarke, Damian & Matta, Benjamín, 2017. "Practical Considerations for Questionable IVs," MPRA Paper 79991, University Library of Munich, Germany.
    12. Qingliang Fan & Yaqian Wu, 2020. "Endogenous Treatment Effect Estimation with some Invalid and Irrelevant Instruments," Papers 2006.14998, arXiv.org.
    13. 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.
    14. Kolesár, Michal, 2018. "Minimum distance approach to inference with many instruments," Journal of Econometrics, Elsevier, vol. 204(1), pages 86-100.
    15. 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.
    16. Frank Windmeijer & Helmut Farbmacher & Neil Davies & George Davey Smith, 2016. "On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments," Bristol Economics Discussion Papers 16/674, School of Economics, University of Bristol, UK, revised 08 Aug 2017.
    17. M. Shahe Emran & Asadul Islam & Forhad Shilpi, 2020. "Distributional Effects of Corruption When Enforcement is Biased: Theory and Evidence from Bribery in Schools in Bangladesh," Economica, London School of Economics and Political Science, vol. 87(348), pages 985-1015, October.
    18. Tomás Cortés & Nicolás Grau & Jorge Rivera, 2019. "Juvenile Incarceration and Adult Recidivism," Working Papers wp482, University of Chile, Department of Economics.
    19. Berg,Claudia N. & Blankespoor,Brian & Emran,M. Shahe & Shilpi,Forhad J., 2023. "Does Market Integration Increase Rural Land Inequality ? Evidence from India," Policy Research Working Paper Series 10286, The World Bank.
    20. Jiawei Fu, 2024. "Extracting Mechanisms from Heterogeneous Effects: An Identification Strategy for Mediation Analysis," Papers 2403.04131, arXiv.org, revised Oct 2024.
    21. 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.
    22. 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.
    23. Brigham Frandsen & Lars Lefgren & Emily Leslie, 2023. "Judging Judge Fixed Effects," American Economic Review, American Economic Association, vol. 113(1), pages 253-277, January.
    24. Michal Kolesár & Raj Chetty & John N. Friedman & Edward L. Glaeser & Guido W. Imbens, 2011. "Identification and Inference with Many Invalid Instruments," NBER Working Papers 17519, National Bureau of Economic Research, Inc.
    25. 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.
    26. Hollenbeck, Brett, 2018. "Online Reputation Mechanisms and the Decreasing Value of Chain Affliation," MPRA Paper 91573, University Library of Munich, Germany.
    27. 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).
    28. Borusyak, Kirill & Hull, Peter & Jaravel, Xavier, 2022. "Quasi-experimental shift-share research designs," LSE Research Online Documents on Economics 117788, London School of Economics and Political Science, LSE Library.
    29. 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.
    30. Ahsan, Md Nazmul & Emran, M. Shahe & Shilpi, Forhad, 2024. "On the Rank-Rank Model of Intergenerational Mobility: Pitfalls for Policy Evaluation," MPRA Paper 121676, University Library of Munich, Germany.
    31. Jason Hartford & Victor Veitch & Dhanya Sridhar & Kevin Leyton-Brown, 2020. "Valid Causal Inference with (Some) Invalid Instruments," Papers 2006.11386, arXiv.org.
    32. Byunghoon Kang, 2018. "Higher Order Approximation of IV Estimators with Invalid Instruments," Working Papers 257105320, Lancaster University Management School, Economics Department.
    33. Matias Cattaneo & Michael Jansson & Whitney K. Newey, 2015. "Alternative asymptotics and the partially linear model with many regressors," CeMMAP working papers 36/15, Institute for Fiscal Studies.
    34. Kedagni, Desire, 2018. "Identifying Treatment Effects in the Presence of Confounded Types," ISU General Staff Papers 201809110700001056, Iowa State University, Department of Economics.
    35. 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.).
    36. 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.
    37. Hans (J.L.W.) van Kippersluis & Niels (C.A.) Rietveld, 2017. "Beyond Plausibly Exogenous," Tinbergen Institute Discussion Papers 17-096/V, Tinbergen Institute.
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    39. 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.
    40. Rui Wang, 2023. "Point Identification of LATE with Two Imperfect Instruments," Papers 2303.13795, arXiv.org.
    41. 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.
    42. Joshua Angrist, 2013. "The Perils of Peer Effects," NBER Working Papers 19774, National Bureau of Economic Research, Inc.
    43. Tabe-Ojong, Martin Paul Jr. & Nana, Ibrahim & Zimmermann, Andrea & Jafari, Yaghoob, 2024. "Trends and evolution of global value chains in food and agriculture: Implications for food security and nutrition," Food Policy, Elsevier, vol. 127(C).
    44. 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.
    45. 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.
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    49. 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.
    50. 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.
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    52. Markussen, Simen & Strøm, Marte, 2015. "The Effects of Motherhood," Memorandum 19/2015, Oslo University, Department of Economics.
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    55. 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.

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    1. 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.
    2. 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).
    3. 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.
    4. 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).
    5. Borgomeo, Letizia & Koenig, Christoph & Miotto, Martina, 2025. "The long-run effects of R&D subsidies on high-tech start-ups: Insights from Italy," Economics Letters, Elsevier, vol. 248(C).
    6. 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).
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    8. 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).
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    494. Riccardo Ciacci & Ana Garcia-Hernandez & Jorge García-Hombrados & Laura Gismera & Antonio Núñez-Partido, 2022. "Primary elections and electoral outcomes: evidence from the Spanish Socialist Party," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 13(1), pages 363-396, May.
    495. Makate, Marshall & Nyamuranga, Chamunorwa, 2024. "Changing the mindsets? Education and the intergenerational spread of tolerance for physical violence against women in Zimbabwe," Economics & Human Biology, Elsevier, vol. 52(C).
    496. Aydemir, Abdurrahman B. & Kırdar, Murat Güray & Torun, Huzeyfe, 2022. "The effect of education on internal migration of young men and women: incidence, timing, and type of migration," Labour Economics, Elsevier, vol. 74(C).
    497. Daniel Rakotomalala, 2020. "The effects of age on educational performances at the end of primary school : cross-sectional and regression discontinuity approach applications from Reunion Island," TEPP Working Paper 2020-06, TEPP.
    498. Cingano, Federico & Palomba, Filippo & Pinotti, Paolo & Rettore, Enrico, 2023. "Granting more bang for the buck: The heterogeneous effects of firm subsidies," Labour Economics, Elsevier, vol. 83(C).
    499. Lena Abou El-Komboz & Anna Kerkhof & Johannes Loh, 2023. "Platform Partnership Programs and Content Supply: Evidence from the YouTube “Adpocalypse”," CESifo Working Paper Series 10363, CESifo.
    500. Daniel Burkhard, 2015. "Consumption smoothing at retirement: average and quantile treatment effects in the regression discontinuity design," Diskussionsschriften dp1512, Universitaet Bern, Departement Volkswirtschaft.
    501. Markus Gehrsitz, 2016. "Speeding, Punishment, and Recidivism - Evidence from a Regression Discontinuity Design," Working Papers 11, City University of New York Graduate Center, Ph.D. Program in Economics.
    502. Caroline Krafft & Moundir Lassassi, 2024. "Public Pre-Primary and Maternal Employment in Algeria: Evidence from a Natural Experiment," The World Bank Economic Review, World Bank, vol. 38(1), pages 74-94.
    503. Cheng, Maoyong & Fan, Ziying & Feng, Chen & Tian, Binbin, 2024. "Cultural norms and tax compliance: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    504. Jun Ma & Zhengfei Yu, 2020. "Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs," Papers 2008.09263, arXiv.org, revised May 2024.
    505. Fang, Guanfu & Miao, Liya, 2024. "Expanding boundaries: The Impact of kindergarten availability on women's employment in China," Labour Economics, Elsevier, vol. 88(C).
    506. Wang, Yanbo & Li, Jizhen & Furman, Jeffrey L., 2017. "Firm performance and state innovation funding: Evidence from China’s innofund program," Research Policy, Elsevier, vol. 46(6), pages 1142-1161.
    507. Miriam Koomen & Laurence Wicht, 2023. "Demographics and Current Account Imbalances: Accounting for the Full Age Distribution," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(3), pages 719-758, September.
    508. Yuta Okamoto & Yuuki Ozaki, 2024. "On Extrapolation of Treatment Effects in Multiple-Cutoff Regression Discontinuity Designs," Papers 2412.04265, arXiv.org.
    509. Ann-Marie Sommerfeld, 2024. "The Effect of Schooling on Parental Integration," CESifo Working Paper Series 11582, CESifo.
    510. Long, Wenbin & Wu, Huiying & Li, Lidan & Ying, Sammy Xiaoyan & Li, Sihai, 2024. "Mixed-ownership structure, non-state-blockholder coalition, and tax avoidance," International Review of Financial Analysis, Elsevier, vol. 91(C).
    511. Corinth, Kevin & Feldman, Naomi E., 2022. "The Impact of Opportunity Zones on Commercial Investment and Economic Activity," IZA Discussion Papers 15247, Institute of Labor Economics (IZA).
    512. Amy Ellen Schwartz & Douglas Almond & Ajin Lee, 2016. "Retention Heterogeneity in New York City Schools," Center for Policy Research Working Papers 198, Center for Policy Research, Maxwell School, Syracuse University.
    513. 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.
    514. 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.
    515. Gemma Dipoppa & Shanker Satyanath, 2023. "Fascist Ideology and Migrant Labor Exploitation," Working Papers 1395, Barcelona School of Economics.
    516. Rodney J. Andrews & Trevon D. Logan & Michael J. Sinkey, 2018. "Identifying Confirmatory Bias in the Field," Journal of Sports Economics, , vol. 19(1), pages 50-81, January.
    517. Colleoni, Marco, 2024. "The long-term welfare effects of colonial institutions: Evidence from Central India," Journal of Development Economics, Elsevier, vol. 166(C).
    518. Ye, Jingjing & Qin, Zhilong & Chen, Xiaoguang, 2021. "Adapt by adopting cleaner vehicles? — Evidence from a low-emission zone policy in Nanchang, China," China Economic Review, Elsevier, vol. 66(C).
    519. Amano-Patiño, N. & Aramburu, J. & Contractor, Z., 2022. "Is Affirmative Action in Employment Still Effective in the 21st Century?," Cambridge Working Papers in Economics 2262, Faculty of Economics, University of Cambridge.
    520. 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.
    521. 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.
    522. 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.
    523. 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.
    524. 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.
    525. 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.
    526. 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).
    527. 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.
    528. 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).

  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. 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).
    2. 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.
    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. 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.
    5. Ferman, Bruno, 2017. "Matching Estimators with Few Treated and Many Control Observations," MPRA Paper 78940, University Library of Munich, Germany.
    6. 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.
    7. 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.
    8. Crespo, Cristian, 2020. "Two become one: improving the targeting of conditional cash transfers with a predictive model of school dropout," LSE Research Online Documents on Economics 123139, London School of Economics and Political Science, LSE Library.
    9. 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.
    10. Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey M., 2017. "Sampling-Based vs. Design-Based Uncertainty in Regression Analysis," Research Papers 3349, Stanford University, Graduate School of Business.
    11. Victor Chernozhukov & Iv'an Fern'andez-Val & Martin Weidner, 2018. "Network and Panel Quantile Effects Via Distribution Regression," Papers 1803.08154, arXiv.org, revised Jun 2020.
    12. 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.
    13. Startz, Richard & Steigerwald, Douglas G., 2024. "The variance of regression coefficients when the population is finite," Journal of Econometrics, Elsevier, vol. 240(1).
    14. Peter Ganong & Simon Jäger, 2015. "A Permutation Test for the Regression Kink Design," Working Paper 174531, Harvard University OpenScholar.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Bruno Ferman, 2019. "Inference in Difference-in-Differences: How Much Should We Trust in Independent Clusters?," Papers 1909.01782, arXiv.org, revised Sep 2022.
    20. 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.
    21. 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.
    22. Benedikt Holtgen & Robert C. Williamson, 2024. "Causal modelling without introducing counterfactuals or abstract distributions," Papers 2407.17385, arXiv.org, revised Aug 2024.
    23. 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.
    24. Hollenbach, Florian M & Egerod, Benjamin, 2024. "How many is enough? Sample Size in Staggered Difference-in-Differences Designs," OSF Preprints ac5ru, Center for Open Science.
    25. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    26. Fang Han, 2024. "An Introduction to Permutation Processes (version 0.5)," Papers 2407.09664, arXiv.org.
    27. 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.
    28. 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. 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.
    2. Denni Tommasi & Lina Zhang, 2024. "Identifying program benefits when participation is misreported," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(6), pages 1123-1148, September.
    3. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
    4. Jan F. Kiviet, 2020. "Instrument-free inference under confined regressor endogeneity; derivations and applications," Working Papers 09/2020, Stellenbosch University, Department of Economics.
    5. 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.
    6. Crudu, Federico & Mellace, Giovanni & Sándor, Zsolt, 2021. "Inference In Instrumental Variable Models With Heteroskedasticity And Many Instruments," Econometric Theory, Cambridge University Press, vol. 37(2), pages 281-310, April.
    7. Jamali Jaghdani, Tinoush & Johansen, Ulf & Thakur, Maitri & Glauben, Thomas, 2024. "Salmon trade duration: The application of firm‐level trade transaction data from the Norwegian salmon industry," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 40(2), pages 325-348.
    8. Hakan Yilmazkuday, 2021. "Inflation and Growth: The Role of Institutions," Working Papers 2119, Florida International University, Department of Economics.
    9. Jingwen Zhang & Yifang Chen & Amandeep Singh, 2022. "Causal Bandits: Online Decision-Making in Endogenous Settings," Papers 2211.08649, arXiv.org, revised Feb 2023.
    10. 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).
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. Bischoff, Oliver & Buchwald, Achim, 2015. "Horizontal and Vertical Firm Networks, Corporate Performance and Product Market Competition," MPRA Paper 63413, University Library of Munich, Germany.
    16. Frank Windmeijer & Helmut Farbmacher & Neil Davies & George Davey Smith, 2016. "On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments," Bristol Economics Discussion Papers 16/674, School of Economics, University of Bristol, UK, revised 08 Aug 2017.
    17. Philipp Baumann & Enzo Rossi & Michael Schomaker, 2022. "Estimating the effect of central bank independence on inflation using longitudinal targeted maximum likelihood estimation," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Machine learning in central banking, volume 57, Bank for International Settlements.
    18. 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.
    19. Gaetano Lisi, 2024. "Is Education the Best Tool to Fight Disinformation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 15996-16012, December.
    20. Kiviet, Jan F., 2023. "Instrument-free inference under confined regressor endogeneity and mild regularity," Econometrics and Statistics, Elsevier, vol. 25(C), pages 1-22.
    21. Thomas von Brasch & Arvid Raknerud, 2021. "A two-stage pooled panel data estimator of demand elasticities," Discussion Papers 951, Statistics Norway, Research Department.
    22. 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.
    23. Jordà, Òscar & Schularick, Moritz & Taylor, Alan M., 2020. "The effects of quasi-random monetary experiments," Journal of Monetary Economics, Elsevier, vol. 112(C), pages 22-40.
    24. 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.
    25. Huber, Martin & Wüthrich, Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," University of California at San Diego, Economics Working Paper Series qt4j29d8sc, Department of Economics, UC San Diego.
    26. 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.
    27. Magne Mogstad & Alexander Torgovitsky & Christopher R. Walters, 2020. "Policy Evaluation with Multiple Instrumental Variables," Working Papers 2020-99, Becker Friedman Institute for Research In Economics.
    28. 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.
    29. 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.
    30. Yuta Ota & Takahiro Hoshino & Taisuke Otsu, 2024. "Causal Inference With Auxiliary Observations," Keio-IES Discussion Paper Series 2024-022, Institute for Economics Studies, Keio University.
    31. Meghana Ayyagari & April Knill & Kelsey Syvrud, 2024. "Cross-border political ties: foreign firms’ campaign contributions and the crowding out of domestic competitors," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 55(9), pages 1108-1127, December.
    32. 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.
    33. 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.
    34. Mari, Gabriele & Keizer, Renske, 2020. "Families of Austerity: Welfare Cuts and Family Stress in Britain," SocArXiv vdej8, Center for Open Science.
    35. Sun, Zhenting, 2023. "Instrument validity for heterogeneous causal effects," Journal of Econometrics, Elsevier, vol. 237(2).
    36. Jan F. Kiviet, 2020. "Causes of haze and its health effects in Singapore: a replication study," Working Papers 10/2020, Stellenbosch University, Department of Economics.
    37. Thomas Cornelissen & Christian Dustmann, 2019. "Early School Exposure, Test Scores, and Noncognitive Outcomes," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 35-63, May.
    38. 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.
    39. Luis Antonio Fantozzi Alvarez & Rodrigo Toneto, 2024. "The interpretation of 2SLS with a continuous instrument: a weighted LATE representation," Working Papers, Department of Economics 2024_11, University of São Paulo (FEA-USP).
    40. 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.
    41. Kedagni, Desire, 2018. "Identifying Treatment Effects in the Presence of Confounded Types," ISU General Staff Papers 201809110700001056, Iowa State University, Department of Economics.
    42. 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).
    43. 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.
    44. Stefan Wager & Kuang Xu, 2021. "Experimenting in Equilibrium," Management Science, INFORMS, vol. 67(11), pages 6694-6715, November.
    45. Jin Li & Ye Luo & Zigan Wang & Xiaowei Zhang, 2021. "Asymptotic Theory for IV-Based Reinforcement Learning with Potential Endogeneity," Papers 2103.04021, arXiv.org, revised Dec 2024.
    46. Almeida, Carlo Alano Soares de & Fernandes, Kaio César & Oliveira, Denison Murilo de & Rocha, Leonardo Andrade & Silva, Napiê Galvê Araújo, 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.
    47. 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.
    48. Guido W. Imbens, 2022. "Causality in Econometrics: Choice vs Chance," Econometrica, Econometric Society, vol. 90(6), pages 2541-2566, November.
    49. 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.
    50. Alvarez, Luis A.F. & Toneto, Rodrigo, 2024. "The interpretation of 2SLS with a continuous instrument: A weighted LATE representation," Economics Letters, Elsevier, vol. 237(C).
    51. 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).
    52. Akbar Marvasti & Sami Dakhlia, 2024. "Moral hazard and selection bias in insurance markets: Evidence from commercial fisheries," Southern Economic Journal, John Wiley & Sons, vol. 90(3), pages 682-700, January.
    53. Vassili Bazinas & Bent Nielsen, 2015. "Causal transmission in reduced-form models," Economics Papers 2015-W07, Economics Group, Nuffield College, University of Oxford.
    54. 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.
    55. Aepli, Manuel, 2019. "Technological change and occupation mobility: A task-based approach to horizontal mismatch," GLO Discussion Paper Series 361, Global Labor Organization (GLO).
    56. 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.
    57. 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).
    58. 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.
    59. 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.
    60. 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).
    61. Yinchu Zhu, 2021. "Phase transition of the monotonicity assumption in learning local average treatment effects," Papers 2103.13369, arXiv.org.
    62. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    63. 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).
    64. Zhenting Sun & Kaspar Wuthrich, 2022. "Pairwise Valid Instruments," Papers 2203.08050, arXiv.org, revised Feb 2025.
    65. 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).

  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).
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    261. 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.
    262. 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.
    263. 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.
    264. 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.
    265. Qian, Cheng & Yu, Kangkang & Chen, Ning (Chris) & Shen, Wangxianzi & Hou, Shaobo & Lei, Yanhan, 2023. "When to adopt a new process management standard? An organizational learning perspective," International Journal of Production Economics, Elsevier, vol. 263(C).

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    1. 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.
    2. 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.
    3. 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.
    4. Andres Irarrazaval, 2022. "The Fiscal Origins of Comparative Inequality levels: An Empirical and Historical Investigation," Working Papers wp531, University of Chile, Department of Economics.
    5. 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.
    6. 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.
    7. 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.
    8. Viviana Celli, 2019. "Causal Mediation Analysis in Economics: objectives, assumptions, models," Working Papers 12/19, Sapienza University of Rome, DISS.
    9. 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.
    10. 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.
    11. Joel Bank & Hamish Fitchett & Adam Gorajek & Benjamin Malin & Andrew Staib, 2021. "Star Wars at Central Banks," Reserve Bank of New Zealand Discussion Paper Series DP2021/01, Reserve Bank of New Zealand.
    12. 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.
    13. Hsu Yu-Chin & Huber Martin & Lai Tsung-Chih, 2019. "Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-20, January.
    14. Neil Christy & Amanda Ellen Kowalski, 2024. "Counting Defiers in Health Care: A Design-Based Model of an Experiment Can Reveal Evidence Against Monotonicity," Papers 2412.16352, arXiv.org, revised Mar 2025.
    15. 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).
    16. Philip Dawid & Macartan Humphreys & Monica Musio, 2019. "Bounding Causes of Effects with Mediators," Papers 1907.00399, arXiv.org.
    17. 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.
    18. 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.
    19. Viviana Celli, 2022. "Causal mediation analysis in economics: Objectives, assumptions, models," Journal of Economic Surveys, Wiley Blackwell, vol. 36(1), pages 214-234, February.
    20. 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).
    21. Ellger, Fabio & Hilbig, Hanno & Riaz, Sascha & Tillmann, Philipp, 2024. "Local Newspaper Decline and Political Polarization – Evidence from a Multi-Party Setting," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 54(4), pages 1256-1275.
    22. 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.
    23. 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.
    24. Sandeep Devanatha Pillai & Brent Goldfarb & David Kirsch, 2024. "Lovely and likely: Using historical methods to improve inference to the best explanation in strategy," Strategic Management Journal, Wiley Blackwell, vol. 45(8), pages 1539-1566, August.
    25. 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.
    26. 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).
    27. 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.
    28. 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.
    29. John Mullahy, 2019. "Health and evidence in health economics," Health Economics, John Wiley & Sons, Ltd., vol. 28(10), pages 1163-1165, October.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. Neil Christy & A. E. Kowalski, 2024. "Starting Small: Prioritizing Safety over Efficacy in Randomized Experiments Using the Exact Finite Sample Likelihood," Papers 2407.18206, arXiv.org.

  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.

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    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. Renatas Kizys & Wael Rouatbi & Zaghum Umar & Adam Zaremba, 2024. "Air temperature and sovereign bond returns," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 33(2), pages 179-209, May.
    4. 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.
    5. James G. MacKinnon, 2014. "Wild Cluster Bootstrap Confidence Intervals," Working Paper 1329, Economics Department, Queen's University.
    6. 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.
    7. James G. MacKinnon, 2021. "Fast cluster bootstrap methods for linear regression models," Working Paper 1465, Economics Department, Queen's University.
    8. 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.
    9. 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.
    10. Heather Congdon Fors & Kenneth Houngbedji & Annika Lindskog, 2017. "Land Certification and Schooling in Rural Ethiopia," Working Papers halshs-01202695, HAL.
    11. 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.
    12. 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 LLC, vol. 23(4), pages 942-982, December.
    13. 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).
    14. 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.
    15. 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.
    16. Clément de Chaisemartin & Diego Ciccia & Xavier d'Haultfoeuille & Felix Knau, 2025. "Two-way Fixed Effects and Differences-in-Differences in Heterogeneous Adoption Designs without Stayers," SciencePo Working papers Main hal-03873937, HAL.
    17. 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.
    18. James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2022. "Fast and Reliable Jackknife and Bootstrap Methods for Cluster-Robust Inference," Working Paper 1485, Economics Department, Queen's University.
    19. Tyndall, Justin, 2021. "The local labour market effects of light rail transit," Journal of Urban Economics, Elsevier, vol. 124(C).
    20. Wang, Wenjie & Zhang, Yichong, 2024. "Wild bootstrap inference for instrumental variables regressions with weak and few clusters," Journal of Econometrics, Elsevier, vol. 241(1).
    21. Oliver Falck & Alexandra Heimisch & Simon Wiederhold, 2016. "Returns to ICT Skills," OECD Education Working Papers 134, OECD Publishing.
    22. 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.
    23. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
    24. James G. MacKinnon & Morten {O}rregaard Nielsen & Matthew D. Webb, 2022. "Cluster-Robust Inference: A Guide to Empirical Practice," Papers 2205.03285, arXiv.org.
    25. Huber, Stefanie J. & Schmidt, Tobias, 2019. "Cross-country differences in homeownership: A cultural phenomenon?," Discussion Papers 40/2019, Deutsche Bundesbank.
    26. 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.
    27. Oshiro, Jun & Sato, Yasuhiro, 2021. "Industrial structure in urban accounting," Regional Science and Urban Economics, Elsevier, vol. 91(C).
    28. Gonzalez-Feliu, Jesus & Sánchez-Díaz, Iván, 2019. "The influence of aggregation level and category construction on estimation quality for freight trip generation models," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 121(C), pages 134-148.
    29. Federico A. Bugni & Ivan A. Canay & Azeem M. Shaikh, 2017. "Inference under covariate-adaptive randomization," CeMMAP working papers 25/17, Institute for Fiscal Studies.
    30. Martínez Flores, Fernanda & Milusheva, Sveta & Reichert, Arndt R. & Reitmann, Ann-Kristin, 2024. "Climate anomalies and international migration: A disaggregated analysis for West Africa," Journal of Environmental Economics and Management, Elsevier, vol. 126(C).
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    32. 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.
    33. Nicolas Lagios & Pierre‐Guillaume Méon, 2024. "Experts, Information, Reviews, and Coordination: Evidence on How Prizes Affect Sales," Journal of Industrial Economics, Wiley Blackwell, vol. 72(1), pages 49-80, March.
    34. 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.
    35. Gita Gopinath & Emine Boz & Camila Casas & Federico J. Díez & Pierre-Olivier Gourinchas & Mikkel Plagborg-Møller, 2020. "Dominant Currency Paradigm," American Economic Review, American Economic Association, vol. 110(3), pages 677-719, March.
    36. Franco Riottini Depetris, 2024. "Do Ambassadors Matter? The effect of ambassadors on trade promotion," Young Researchers Working Papers 15, Universidad de San Andres, Departamento de Economia, revised Aug 2024.
    37. Chirok Han & Hyoungjong Kim, 2023. "Heteroskedasticity‐Robust Standard Errors for Dynamic Panel Data Models with Fixed Effects," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(5), pages 1135-1155, October.
    38. 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.
    39. Lewis, Brittany Almquist, 2023. "Creditor rights, collateral reuse, and credit supply," Journal of Financial Economics, Elsevier, vol. 149(3), pages 451-472.
    40. Angus Deaton & Nancy Cartwright, 2016. "Understanding and Misunderstanding Randomized Controlled Trials," Working Papers august_25.pdf, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    41. Mikkel Plagborg-Moller & Gita Gopinath & Emine Boz, 2017. "Global Trade and the Dollar," 2017 Meeting Papers 1041, Society for Economic Dynamics.
    42. R. Aaron Hrozencik & Jordan F. Suter & Paul J. Ferraro & Nathan Hendricks, 2024. "Social comparisons and groundwater use: Evidence from Colorado and Kansas," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(2), pages 946-966, March.
    43. Benedikt M. Potscher & David Preinerstorfer, 2021. "Valid Heteroskedasticity Robust Testing," Papers 2104.12597, arXiv.org, revised Jul 2023.
    44. James G. MacKinnon & Morten {O}rregaard Nielsen & Matthew D. Webb, 2023. "Testing for the appropriate level of clustering in linear regression models," Papers 2301.04522, arXiv.org, revised Mar 2023.
    45. 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.
    46. Jungbin Hwang, 2017. "Simple and Trustworthy Cluster-Robust GMM Inference," Working papers 2017-19, University of Connecticut, Department of Economics, revised Aug 2020.
    47. 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.
    48. Wenjie Wang & Yichong Zhang, 2024. "Gradient Wild Bootstrap for Instrumental Variable Quantile Regressions with Weak and Few Clusters," Papers 2408.10686, arXiv.org.
    49. 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.
    50. Brewer, Mike & Crossley, Thomas F. & Joyce, Robert, 2013. "Inference with Difference-in-Differences Revisited," IZA Discussion Papers 7742, Institute of Labor Economics (IZA).
    51. James G. MacKinnon, 2019. "How cluster-robust inference is changing applied econometrics," Working Paper 1413, Economics Department, Queen's University.
    52. Pfaffermayr, Michael, 2021. "Confidence intervals for the trade cost parameters of cross-section gravity models," Economics Letters, Elsevier, vol. 201(C).
    53. Jeffrey D. Michler & Anna Josephson, 2021. "Recent Developments in Inference: Practicalities for Applied Economics," Papers 2107.09736, arXiv.org.
    54. Battaglia, Marianna & Chabé-Ferret, Bastien & Lebedinski, Lara, 2021. "Segregation, fertility, and son preference: the case of the Roma in Serbia," Journal of Demographic Economics, Cambridge University Press, vol. 87(2), pages 233-260, June.
    55. Hwang, Jungbin, 2021. "Simple and trustworthy cluster-robust GMM inference," Journal of Econometrics, Elsevier, vol. 222(2), pages 993-1023.
    56. Samuel Bazzi & Matthew Gudgeon, 2018. "The Political Boundaries of Ethnic Divisions," NBER Working Papers 24625, National Bureau of Economic Research, Inc.
    57. Gabriel Chodorow-Reich & Gita Gopinath & Prachi Mishra, 2019. "Cash and the Economy: Evidence from India's Demonetization," 2019 Meeting Papers 1027, Society for Economic Dynamics.
    58. 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.
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    60. 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).
    61. 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).
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    63. Nicolas Moreau & Alexis Parmentier & Myl ne Lebon-Eyquem, 2024. "Is training helpful in boosting the self-confidence and professional integration of young people not in employment, education, or training? Results from a randomized," TEPP Working Paper 2024-01, TEPP.
    64. 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.
    65. 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.
    66. Bussolo Maurizio & Capelle Damien & Lokshin Michael M. & Torre Iván & Winkler Hernan, 2023. "Explaining the Evolution of Job Tenure in Europe, 1995–2020," IZA Journal of Labor Policy, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 13(1), pages 1-32, January.
    67. Alessio Terzi & Pasqual Marco Marrazzo, 2017. "Wide-reaching Structural Reforms and Growth: A Cross-country Synthetic Control Approach," Growth Lab Working Papers 96, Harvard's Growth Lab.
    68. 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.
    69. Michael Pfaffermayr, 2023. "Cross‐sectional Gravity Models, PPML Estimation, and the Bias Correction of the Two‐Way Cluster‐Robust Standard Errors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(5), pages 1111-1134, October.
    70. Roberto Ezcurra, 2024. "Kin networks and quality of government: a regional analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(4), pages 2117-2142, December.
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    78. 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.
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    83. Gazmararian, Alexander F., 2024. "Valuing the Future: Changing Time Horizons and Policy Preferences," OSF Preprints 2m9fy, Center for Open Science.
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    90. Raff, Konrad & Siming, Linus, 2019. "Knighthoods, damehoods, and CEO behaviour," Journal of Corporate Finance, Elsevier, vol. 59(C), pages 302-319.
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    92. Ng Cheuk Fai, 2022. "Robust Inference in High Dimensional Linear Model with Cluster Dependence," Papers 2212.05554, arXiv.org.
    93. 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.
    94. Benedikt M. Potscher & David Preinerstorfer, 2024. "A Necessary and Sufficient Condition for Size Controllability of Heteroskedasticity Robust Test Statistics," Papers 2412.17470, arXiv.org.
    95. Kranz, Sebastian, 2024. "From Replications to Revelations: Heteroskedasticity-Robust Inference," MPRA Paper 122724, University Library of Munich, Germany.
    96. 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).
    97. Andreas Hagemann, 2019. "Permutation inference with a finite number of heterogeneous clusters," Papers 1907.01049, arXiv.org, revised Feb 2023.
    98. 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.
    99. Maurizio Bussolo & Michael M. Lokshin & Nicolás Oviedo & Iván Torre, 2024. "The evolution of job tenure in transition economies," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 32(2), pages 449-471, April.
    100. 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.
    101. 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.
    102. 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.
    103. 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.
    104. Marianna Battaglia & Selim Gulesci & Andreas Madestam, 2024. "Repayment Flexibility and Risk Taking: Experimental Evidence from Credit Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(5), pages 2635-2675.
    105. Marrazzo, Marco & Terzi, Alessio, 2017. "Structural reform waves and economic growth," Working Paper Series 2111, European Central Bank.
    106. 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.
    107. Ulrich K. Mueller, 2020. "A More Robust t-Test," Papers 2007.07065, arXiv.org.
    108. Tripathy, Jagdish, 2020. "Cross-border effects of regulatory spillovers: Evidence from Mexico," Journal of International Economics, Elsevier, vol. 126(C).
    109. Marianna Battaglia & Lara Lebedinski, 2017. "The curse of low expectations," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 25(4), pages 681-721, October.
    110. Dao, Chi Danh & Fenig, Guidon & Sator, Georg & Yoon, Jin Young, 2024. "Assessing Robustness to Varying Clustering Methods and Samples in Ambuehl, Bernheim, and Lusardi (2022): Replication and Sensitivity Analysis," I4R Discussion Paper Series 110, The Institute for Replication (I4R).

  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. Angrist, Joshua & Rokkanen, Miikka, 2013. "Wanna Get Away? RD Identification Away from the Cutoff," IZA Discussion Papers 7429, Institute of Labor Economics (IZA).
    2. 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.

  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. 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.
    4. Gibbons, Steve & Overman, Henry G. & Patacchini, Eleonora, 2015. "Spatial Methods," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 115-168, Elsevier.
    5. 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.
    6. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    7. 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.
    8. Kazuyuki MOTOHASHI & Qiuhan ZHAO, 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).
    9. 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).
    10. David Powell, 2017. "Inference with Correlated Clusters," Working Papers WR-1137-1, RAND Corporation.
    11. Xiuming Dong & Justin Tyndall, 2024. "The impact of recreational marijuana dispensaries on crime: evidence from a lottery experiment," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 72(4), pages 1383-1414, April.
    12. 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.
    13. 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.
    14. Johannes W. Ligtenberg, 2023. "Inference in IV models with clustered dependence, many instruments and weak identification," Papers 2306.08559, arXiv.org, revised Mar 2024.
    15. 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.
    16. Bertocchi, Graziella & Dimico, Arcangelo, 2019. "The long-term determinants of female HIV infection in Africa: The slave trade, polygyny, and sexual behavior," Journal of Development Economics, Elsevier, vol. 140(C), pages 90-105.
    17. 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).
    18. 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).
    19. Brewer, Mike & Crossley, Thomas F. & Joyce, Robert, 2013. "Inference with Difference-in-Differences Revisited," IZA Discussion Papers 7742, Institute of Labor Economics (IZA).
    20. 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.
    21. Bruno Ferman, 2019. "Assessing Inference Methods," Papers 1912.08772, arXiv.org, revised Oct 2022.
    22. Liran Einav & Jonathan D. Levin, 2013. "The Data Revolution and Economic Analysis," NBER Working Papers 19035, National Bureau of Economic Research, Inc.
    23. Walker Hanlon & Antonio Miscio, 2014. "Agglomeration: A Dynamic Approach," NBER Working Papers 20728, National Bureau of Economic Research, Inc.
    24. 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.
    25. Wheeler, David & Hammer, Dan & Kraft, Robin & Dasgupta, Susmita & Blankespoor, Brian, 2013. "Economic dynamics and forest clearing: A spatial econometric analysis for Indonesia," Ecological Economics, Elsevier, vol. 85(C), pages 85-96.
    26. 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.
    27. 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. Michael P. Leung, 2022. "Dependence‐robust inference using resampled statistics," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(2), pages 270-285, March.
    29. Chen, Daniel L., 2018. "Judicial Analytics and the Great Transformation of American Law," TSE Working Papers 18-974, Toulouse School of Economics (TSE).
    30. Breinlich, Holger & Ottaviano, Gianmarco I P & Temple, Jonathan R, 2013. "Regional Growth and Regional Decline," Economics Discussion Papers 8977, University of Essex, Department of Economics.
    31. Athey, Susan & Eckles, Dean & Imbens, Guido W., 2015. "Exact P-Values for Network Interference," Research Papers 3351, Stanford University, Graduate School of Business.
    32. 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.
    33. 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).
    34. 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.
    35. 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).
    36. 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).
    37. Loujaina Abdelwahed & Cole Campbell, 2024. "Unequal ground: oil booms and income inequality in the USA," Economica, London School of Economics and Political Science, vol. 91(363), pages 880-910, July.
    38. Singh, Tejendra Pratap, 2022. "Beyond The Haze: Air Pollution and Student Absenteeism - Evidence from India," OSF Preprints pcva2, Center for Open Science.
    39. Humphreys, Macartan & de la Sierra, Raul Sanchez & van der Windt, Peter Cornelis, 2020. "Exporting Democratic Practices: Evidence from a Village Governance Intervention in Eastern Congo," SocArXiv mn24b, Center for Open Science.
    40. Chen, Daniel L. & Sethi, Jasmin, 2016. "Insiders, Outsiders, and Involuntary Unemployment: Sexual Harrassment Exacerbates Gender Inequality," IAST Working Papers 16-44, Institute for Advanced Study in Toulouse (IAST).
    41. Marco Francesconi & Jonathan James, 2022. "Alcohol Price Floors and Externalities: The Case of Fatal Road Crashes," CESifo Working Paper Series 9745, CESifo.
    42. 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.
    43. F. Coelli & P. Manasse, 2014. "The impact of floods on firms' performance," Working Papers wp946, Dipartimento Scienze Economiche, Universita' di Bologna.
    44. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    45. Hanlon, W. Walker & Miscio, Antonio, 2017. "Agglomeration: A long-run panel data approach," Journal of Urban Economics, Elsevier, vol. 99(C), pages 1-14.
    46. Jackie Yenerall & Wen You & Jennie Hill, 2017. "Investigating the Spatial Dimension of Food Access," IJERPH, MDPI, vol. 14(8), pages 1-15, August.
    47. 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).
    48. Bruno Ferman, 2019. "Inference in Difference-in-Differences: How Much Should We Trust in Independent Clusters?," Papers 1909.01782, arXiv.org, revised Sep 2022.
    49. 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.
    50. 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.
    51. Lugovskyy, Volodymyr & Skiba, Alexandre, 2015. "How geography affects quality," Journal of Development Economics, Elsevier, vol. 115(C), pages 156-180.
    52. 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.
    53. 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.
    54. 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).
    55. Zwickl, Klara & Miklin, Xenia & Naqvi, Asjad, 2024. "Sociodemographic disparities in ambient particulate matter exposure in Austria," Ecological Economics, Elsevier, vol. 224(C).
    56. 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.
    57. 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).
    58. 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.
    59. 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.
    60. 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).
    61. 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.
    62. Marcus Rösch & Michiel Gerritse & Bas Karreman & Frank van Oort & Bart Loog, 2022. "Do firms or workers drive the foreign acquisition wage premium?," Tinbergen Institute Discussion Papers 22-014/V, Tinbergen Institute.
    63. 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.
    64. 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.
    65. Singh, Tejendra Pratap & Visaria, Sujata, 2021. "Up in the Air: Air Pollution and Crime – Evidence from India," SocArXiv hs4xj, Center for Open Science.
    66. Daniel L. Chen & Susan Yeh, 2023. "How do rights revolutions occur? Free speech and the first amendment," Working Papers hal-03921964, HAL.
    67. Fuentes Cordoba, Gabriel, 2024. "Deforestation and child health in Cambodia," Economics & Human Biology, Elsevier, vol. 52(C).
    68. 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.
    69. 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).
    70. Zappalà, Guglielmo, 2024. "Adapting to climate change accounting for individual beliefs," Journal of Development Economics, Elsevier, vol. 169(C).
    71. 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.
    72. Mangrum, Daniel, 2022. "Personal finance education mandates and student loan repayment," Journal of Financial Economics, Elsevier, vol. 146(1), pages 1-26.
    73. 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.

  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. Ulrike Unterhofer, 2022. "Peer Effects in Labor Market Training," Papers 2211.12366, arXiv.org, revised Jun 2023.
    3. 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.
    4. Davide Viviano, 2020. "Experimental Design under Network Interference," Papers 2003.08421, arXiv.org, revised Jul 2022.
    5. Alan Andre Borges da Costa & Sergio Pinheiro Firpo, 2018. "An analysis of the distributive effects of public policies and their spillovers," Working Papers, Department of Economics 2018_06, University of São Paulo (FEA-USP).
    6. Buhai, I. Sebastian & van der Leij, Marco J., 2023. "A Social Network Analysis of Occupational Segregation," Journal of Economic Dynamics and Control, Elsevier, vol. 147(C).
    7. Bryan S. Graham, 2016. "Identifying and Estimating Neighborhood Effects," NBER Working Papers 22575, National Bureau of Economic Research, Inc.
    8. Thiemann, Petra, 2017. "The Persistent Effects of Short-Term Peer Groups in Higher Education," IZA Discussion Papers 11024, Institute of Labor Economics (IZA).
    9. Chih‐Sheng Hsieh & Hans van Kippersluis, 2018. "Smoking initiation: Peers and personality," Quantitative Economics, Econometric Society, vol. 9(2), pages 825-863, July.
    10. Bryan S. Graham, 2019. "Network Data," Papers 1912.06346, arXiv.org.
    11. Bryan S. Graham & Cristine Campos de Xavier Pinto, 2018. "Semiparametrically efficient estimation of the average linear regression function," Papers 1810.12511, arXiv.org.
    12. Ciccone, Antonio & Garcia-Fontes, Walter, 2014. "Gender Peer Effects in School, a Birth Cohort Approach," Working Papers 14-19, University of Mannheim, Department of Economics.
    13. Maximilian Kasy & Alexander Teytelboym, 2020. "Adaptive Combinatorial Allocation," Papers 2011.02330, arXiv.org.
    14. Brian Krauth, 2020. "Peers as treatments," Discussion Papers dp20-08, Department of Economics, Simon Fraser University.
    15. Maximilian Kasy & Lukas Lehner, 2023. "Employing the Unemployed of Marienthal: Evaluation of a Guaranteed Job Program," CESifo Working Paper Series 10394, CESifo.
    16. 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.
    17. Jonas Hjort, 2013. "Ethnic Divisions and Production in Firms," CESifo Working Paper Series 4449, CESifo.
    18. Pål Schøne & Kristine von Simson & Marte Strøm, 2020. "Peer gender and educational choices," Empirical Economics, Springer, vol. 59(4), pages 1763-1797, October.
    19. Davide Viviano & Jess Rudder, 2020. "Policy design in experiments with unknown interference," Papers 2011.08174, arXiv.org, revised May 2024.
    20. Sarah Baird & Aislinn Bohren & Craig McIntosh & Berk Ozler, 2017. "Optimal Design of Experiments in the Presence of Interference*, Second Version," PIER Working Paper Archive 16-025, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 30 Nov 2017.
    21. Aurélien Sallin & Simone Balestra, 2022. "The Earth is Not Flat: A New World of High-Dimensional Peer Effects," Economics of Education Working Paper Series 0189, University of Zurich, Department of Business Administration (IBW).
    22. Maximilian Kasy & Alexander Teytelboym, 2023. "Matching with semi-bandits," The Econometrics Journal, Royal Economic Society, vol. 26(1), pages 45-66.
    23. 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.
    24. Weinberg, Bruce A., 2013. "Group design with endogenous associations," Regional Science and Urban Economics, Elsevier, vol. 43(2), pages 411-421.
    25. van der Laan Mark J. & Petersen Maya & Zheng Wenjing, 2013. "Estimating the Effect of a Community-Based Intervention with Two Communities," Journal of Causal Inference, De Gruyter, vol. 1(1), pages 83-106, June.
    26. Bryan S. Graham, 2019. "Network Data," CeMMAP working papers CWP71/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.

  52. Guido Imbens & Karthik Kalyanaraman, 2010. "Optimal bandwidth choice for the regression discontinuity estimator," CeMMAP working papers CWP05/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.

    Cited by:

    1. Gabrielle Fack & Julien Grenet, 2015. "Improving College Access and Success for Low-Income Students: Evidence from a Large Need-Based Grant Program," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01155638, HAL.
    2. Pan, Yao & Smith, Stephen C. & Sulaiman, Munshi, 2015. "Agricultural Extension and Technology Adoption for Food Security: Evidence from Uganda," IZA Discussion Papers 9206, Institute of Labor Economics (IZA).
    3. Massimiliano Ferraresi & Leonzio Rizzo & Alberto Zanardi, 2015. "Policy outcomes of single and double-ballot elections," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 22(6), pages 977-998, December.
    4. Hoang, Trung & Le, Duong & Nguyen, Ha & Vuong, Nguyen, 2019. "Labor Market Impacts and Responses: The Economic Consequences of a Marine Environmental Disaster," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 290963, Agricultural and Applied Economics Association.
    5. Andrew Dustan & Alain De janvry & Elisabeth Sadoulet, 2015. "Flourish or Fail? The Risky Reward of Elite High School Admission in Mexico City," Vanderbilt University Department of Economics Working Papers 15-00002, Vanderbilt University Department of Economics.
    6. Hall, Caroline & Kotakorpi, Kaisa & Liljeberg, Linus & Pirttilä, Jukka, 2016. "Screening through activation: differential effects of a youth activation programme," Working Paper Series 2016:15, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    7. Chuard, Caroline, 2020. "Womb at work: The missing impact of maternal employment on newborn health," Journal of Health Economics, Elsevier, vol. 73(C).
    8. Quentin Lippmann, 2023. "Persistence of incumbents and female access to political positions," Post-Print hal-04103626, HAL.
    9. Jing You & Samuel Annim, 2014. "The Impact of Microcredit on Child Education: Quasi-experimental Evidence from Rural China," Journal of Development Studies, Taylor & Francis Journals, vol. 50(7), pages 926-948, July.
    10. Martin Gonzalez-Rozada & Hernan Ruffo, 2016. "Optimal Unemployment Benefits in the Presence of Informal Labor Markets," Department of Economics Working Papers 2016_03, Universidad Torcuato Di Tella.
    11. Neal, Timothy, 2024. "Estimating the effectiveness of forest protection using regression discontinuity," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    12. Leonardo Becchetti & Massimo Ferrari, 2013. "The impact of the French Tobin tax," Econometica Working Papers wp47, Econometica.
    13. Yörük, BarIs K. & Yörük, Ceren Ertan, 2011. "The impact of minimum legal drinking age laws on alcohol consumption, smoking, and marijuana use: Evidence from a regression discontinuity design using exact date of birth," Journal of Health Economics, Elsevier, vol. 30(4), pages 740-752, July.
    14. Gaurav Khanna & Carlos Medina & Anant Nyshadham & Jorge Tamayo, 2019. "Formal Employment and Organized Crime: Regression Discontinuity Evidence from Colombia," Working Papers 520, Center for Global Development.
    15. Brian G. Moss & William H. Yeaton, 2013. "Evaluating Effects of Developmental Education for College Students Using a Regression Discontinuity Design," Evaluation Review, , vol. 37(5), pages 370-404, October.
    16. You, Jing, 2013. "The role of microcredit in older children’s nutrition: Quasi-experimental evidence from rural China," Food Policy, Elsevier, vol. 43(C), pages 167-179.
    17. Maximilian von Ehrlich & Tobias Seidel, 2015. "The persistent effects of place-based policy: Evidence from the West-German Zonenrandgebiet," Diskussionsschriften dp1506, Universitaet Bern, Departement Volkswirtschaft.
    18. 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).
    19. Gentili, Elena & Masiero, Giuliano & Mazzonna, Fabrizio, 2017. "The role of culture in long-term care arrangement decisions," Journal of Economic Behavior & Organization, Elsevier, vol. 143(C), pages 186-200.
    20. 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).
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    2. Bryan S. Graham & Fengshi Niu & James L. Powell, 2019. "Kernel density estimation for undirected dyadic data," CeMMAP working papers CWP39/19, 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. Berliant, Marcus & Watanabe, Hiroki, 2016. "A Scale-Free Transportation Network Explains the City-Size Distribution," MPRA Paper 72790, University Library of Munich, Germany.
    6. 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.
    7. 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.
    8. Tadao HOSHINO & Daichi SHIMAMOTO & Yasuyuki TODO, 2017. "Accounting for Heterogeneity in Network Formation Behavior: An application to Vietnamese SMEs," Discussion papers 17023, Research Institute of Economy, Trade and Industry (RIETI).
    9. 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.
    10. Timothy G. Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2024. "Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement," Journal of Political Economy, University of Chicago Press, vol. 132(3), pages 824-866.
    11. 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.
    12. Jinkins, David Carson, 2014. "Conspicuous Consumption in the United States and China," IZA Discussion Papers 8323, Institute of Labor Economics (IZA).
    13. 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.
    14. 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.
    15. 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.
    16. Bryan S. Graham, 2014. "Methods of Identification in Social Networks," NBER Working Papers 20414, National Bureau of Economic Research, Inc.
    17. Zenou, Yves & Topa, Giorgio, 2014. "Neighborhood and Network Effects," CEPR Discussion Papers 10126, C.E.P.R. Discussion Papers.
    18. Áureo de Paula, 2015. "Econometrics of network models," CeMMAP working papers CWP52/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    19. Áureo de Paula & Seth Richards-Shubik & Elie Tamer, 2015. "Identification of preferences in network formation games," CeMMAP working papers CWP29/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    20. Leung, Michael P., 2015. "Two-step estimation of network-formation models with incomplete information," Journal of Econometrics, Elsevier, vol. 188(1), pages 182-195.
    21. Bryan S. Graham, 2019. "Network Data," Papers 1912.06346, arXiv.org.
    22. 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).
    23. 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.
    24. Miyauchi, Yuhei, 2016. "Structural estimation of pairwise stable networks with nonnegative externality," Journal of Econometrics, Elsevier, vol. 195(2), pages 224-235.
    25. Sida Peng, 2019. "Heterogeneous Endogenous Effects in Networks," Papers 1908.00663, arXiv.org.
    26. Vincent Boucher, 2014. "Conformism and Self-Selection in Social Networks," Cahiers de recherche 1424, CIRPEE.
    27. Yannis M. Ioannides, 2022. "Endogenous Social Networks And Inequality In An Intergenerational Setting," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 63(4), pages 1691-1715, November.
    28. Nikhil Agarwal, 2014. "An Empirical Model of the Medical Match," NBER Working Papers 20767, National Bureau of Economic Research, Inc.
    29. Boucher, Vincent & Fortin, Bernard, 2015. "Some Challenges in the Empirics of the Effects of Networks," IZA Discussion Papers 8896, Institute of Labor Economics (IZA).
    30. Fershtman, Chaim & Persitz, Dotan, 2018. "Social Clubs and Social Networks," CEPR Discussion Papers 12874, C.E.P.R. Discussion Papers.
    31. 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.
    32. James Tybout & David Jinkins & Daniel Yi Xu & Jonathan Eaton, 2016. "Two-sided Search in International Markets," 2016 Meeting Papers 973, Society for Economic Dynamics.
    33. 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.
    34. Shuyang Sheng, 2020. "A Structural Econometric Analysis of Network Formation Games Through Subnetworks," Econometrica, Econometric Society, vol. 88(5), pages 1829-1858, September.
    35. Bryan S. Graham, 2016. "Homophily and transitivity in dynamic network formation," CeMMAP working papers 16/16, Institute for Fiscal Studies.
    36. Jackson, Matthew O. & Rogers, Brian & Zenou, Yves, 2016. "The Economic Consequences of Social Network Structure," Working Paper Series 1116, Research Institute of Industrial Economics.
    37. Lin, Zhongjian & Hu, Yingyao, 2024. "Binary choice with misclassification and social interactions, with an application to peer effects in attitude," Journal of Econometrics, Elsevier, vol. 238(1).
    38. 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.
    39. Kline, Brendan, 2015. "Identification of complete information games," Journal of Econometrics, Elsevier, vol. 189(1), pages 117-131.
    40. Ben Golub & Yair Livne, 2010. "Strategic Random Networks," Working Papers 10-21, NET Institute.
    41. Zenou, Yves, 2012. "Networks in Economics," CEPR Discussion Papers 9021, C.E.P.R. Discussion Papers.
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    849. Alexander Lammers & Felix Lukowski & Kathrin Weis, 2023. "The relationship between works councils and firms’ further training provision in times of technological change," British Journal of Industrial Relations, London School of Economics, vol. 61(2), pages 392-424, June.
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    883. 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.
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    885. Muraközy, Balázs & Telegdy, Álmos, 2016. "Political incentives and state subsidy allocation: Evidence from Hungarian municipalities," European Economic Review, Elsevier, vol. 89(C), pages 324-344.
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    895. 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.
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    897. 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.
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    1103. Xuesong You & Carolyn Kousky, 2024. "Improving household and community disaster recovery: Evidence on the role of insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 91(2), pages 299-338, June.
    1104. Krekel, Christian & Zerrahn, Alexander, 2017. "Does the presence of wind turbines have negative externalities for people in their surroundings? evidence from well-being data," LSE Research Online Documents on Economics 68708, London School of Economics and Political Science, LSE Library.
    1105. , & Madestam, Andreas & Stryjan, Miri & Ahlin, Christian, 2018. "Loan Contract Structure and Adverse Selection: Survey Evidence from Uganda," CEPR Discussion Papers 12742, C.E.P.R. Discussion Papers.
    1106. Hasan, Iftekhar & Noth, Felix & Tonzer, Lena, 2019. "Thou shalt not bear false witness against your customers: Cultural norms and the Volkswagen scandal," IWH Discussion Papers 21/2019, Halle Institute for Economic Research (IWH).
    1107. Henson, Spencer & Masakure, Oliver & Cranfield, John, 2011. "Do Fresh Produce Exporters in Sub-Saharan Africa Benefit from GlobalGAP Certification?," World Development, Elsevier, vol. 39(3), pages 375-386, March.
    1108. Hörner, Denise & Wollni, Meike, 2021. "Integrated soil fertility management and household welfare in Ethiopia," Food Policy, Elsevier, vol. 100(C).
    1109. Joshua Rauh & Ryan J. Shyu, 2019. "Behavioral Responses to State Income Taxation of High Earners: Evidence from California," NBER Working Papers 26349, National Bureau of Economic Research, Inc.
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    1111. Tambo, Justice & Matimelo, Mathews & Ndhlovu, Mathias & Mbugua, Fredrick & Phiri, Noah, 2021. "Who Benefits? the Gender-Differentiated Impacts of Plant Clinics in Zambia," 2021 Conference, August 17-31, 2021, Virtual 315871, International Association of Agricultural Economists.
    1112. Anna Baiardi & Andrea A Naghi, 2024. "The value added of machine learning to causal inference: evidence from revisited studies," The Econometrics Journal, Royal Economic Society, vol. 27(2), pages 213-234.
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    1114. Arteaga, Irma & Humpage, Sarah & Reynolds, Arthur J. & Temple, Judy A., 2014. "One year of preschool or two: Is it important for adult outcomes?," Economics of Education Review, Elsevier, vol. 40(C), pages 221-237.
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    1117. Bodory, Hugo & Camponovo, Lorenzo & Huber, Martin & Lechner, Michael, 2016. "The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators," IZA Discussion Papers 9706, Institute of Labor Economics (IZA).
    1118. Kogure, Katsuo, 2013. "Impacts of Institutional Changes in Cambodia under the Pol Pot Regime," CEI Working Paper Series 2012-13, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    1119. Chege, Christine G.K. & Andersson, Camilla I.M. & Qaim, Matin, 2015. "Impacts of Supermarkets on Farm Household Nutrition in Kenya," World Development, Elsevier, vol. 72(C), pages 394-407.
    1120. Avignone, Giuseppe & Girardone, Claudia & Pancaro, Cosimo & Pancotto, Livia & Reghezza, Alessio, 2022. "Making a virtue out of necessity: the effect of negative interest rates on bank cost efficiency," Working Paper Series 2718, European Central Bank.
    1121. Max H. Farrell, 2013. "Robust Inference on Average Treatment Effects with Possibly More Covariates than Observations," Papers 1309.4686, arXiv.org, revised Feb 2018.
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    1123. Daniel Arnold & Tobias Brändle & Laszlo Goerke, 2014. "Sickness Absence and Works Councils - Evidence from German Individual and Linked Employer-Employee Data," IAW Discussion Papers 107, Institut für Angewandte Wirtschaftsforschung (IAW).
    1124. Kikuta,Kyosuke, 2022. "The drowning-out effect: voter turnout, uncertainty, and protests," IDE Discussion Papers 867, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    1125. aus dem Moore, Nils & Großkurth, Philipp & Themann, Michael, 2017. "Multinational corporations and the EU emissions trading system: Asset erosion and creeping deindustrialization?," Ruhr Economic Papers 719, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
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    1129. Tamini, Lota D., 2009. "Agri-Environment Advisory Activities Effects on Best Management Practices Adoption," MPRA Paper 18961, University Library of Munich, Germany.
    1130. Boris Kaiser, 2013. "Detailed Decompositions in Generalized Linear Models," Diskussionsschriften dp1309, Universitaet Bern, Departement Volkswirtschaft.
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    1132. Marcelo Araújo Castro, 2016. "Using A Quasi-Experiment To Identify The Effects Of Education Spending On School Quality," Anais do XLIII Encontro Nacional de Economia [Proceedings of the 43rd Brazilian Economics Meeting] 221, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    1133. Kristine Laura S. Canales, 2014. "The effects of a minimum wage on employment outcomes: an application of regression discontinuity design," Philippine Review of Economics, University of the Philippines School of Economics and Philippine Economic Society, vol. 51(2), pages 97-120, December.
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    1136. Müller, Isabella & Nguyen, Huyen & Nguyen, Trang, 2024. "Carbon transition risk and corporate loan securitization," IWH Discussion Papers 22/2022, Halle Institute for Economic Research (IWH), revised 2024.
    1137. Nikolay Didenko, 2020. "Modeling the global nickel market with a triangular simultaneous equations model," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 11(1), pages 119-129, May.
    1138. Marenya, Paswel & Kassie, Menale & Jaleta, Moti & Rahut, Dil Bahadur, 2015. "Does gender of the household head explain smallholder farmers' maize market positions? Evidence from Ethiopia," 2015 Conference, August 9-14, 2015, Milan, Italy 212229, International Association of Agricultural Economists.
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    1146. Agarwal, Natasha & Chan, Jackie M.L. & Lodefalk, Magnus & Tang, Aili & Tano, Sofia & Wang, Zheng, 2023. "Mitigating information frictions in trade: Evidence from export credit guarantees," Journal of International Economics, Elsevier, vol. 145(C).
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    1153. Chakraborty, Sanjana & Mukherjee, Vivekananda, 2020. "Revisiting the Economic Costs of Arsenicosis: A PSM Approach," Ecology, Economy and Society - the INSEE Journal, Indian Society of Ecological Economics (INSEE), vol. 3(02), July.
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    1160. Xun Lu, 2015. "A Covariate Selection Criterion for Estimation of Treatment Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(4), pages 506-522, October.
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    1162. Luke Connelly & Gianluca Fiorentini & Marica Iommi, 2022. "Supply-side solutions targeting demand-side characteristics: causal effects of a chronic disease management program on adherence and health outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(7), pages 1203-1220, September.
    1163. Elliott Fan & Hsienming Lien & Ching-to Albert Ma, 2017. "Uterus at a Price: Disability Insurance and Hysterectomy," Boston University - Department of Economics - Working Papers Series WP2018-001, Boston University - Department of Economics.
    1164. Bronnmann, Julia & Asche, Frank & Pettersen, Ingrid Kristine & Sogn-Grundvåg, Geir, 2023. "Certify or not? The effect of the MSC certification on the ex-vessel prices for Atlantic cod in Norway," Ecological Economics, Elsevier, vol. 212(C).
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    1360. Maya M. Papineau, 2015. "Setting the Standard: Commercial Electricity Consumption Responses to Energy Codes," Carleton Economic Papers 15-04, Carleton University, Department of Economics.
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    1363. Yonatan Eyal, 2010. "Examination of the Empirical Research Environment of Program Evaluation: Methodology and Application," Evaluation Review, , vol. 34(6), pages 455-486, December.
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    1368. Werner L. Hernani-Limarino & Paul Villarroel & Christian Valencia, 2015. "¿Libres de Analfabetismo? Evaluando la Experiencia Boliviana con el Programa Nacional de Alfabetización “Yo Si Puedo”," Working Papers 04/2015, Fundación Aru.
    1369. Robert G. Wood & Quinn Moore & Andrew Clarkwest, "undated". "BSF's Effects on Couples Who Attended Group Relationship Skills Sessions: A Special Analysis of 15-Month Data," Mathematica Policy Research Reports 7e219866d1d4453899d78f144, Mathematica Policy Research.
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    1372. Serena Yu, 2016. "Retiree Welfare and the 2009 Pension Increase: Impacts from an Australian Experiment," The Economic Record, The Economic Society of Australia, vol. 92(296), pages 67-80, March.
    1373. Larissa Fuchs & Pia Pinger & Philipp Seegers, 2025. "Relative Grades and Gender Differences in STEM Enrollment," CRC TR 224 Discussion Paper Series crctr224_2025_633, University of Bonn and University of Mannheim, Germany.
    1374. Wondwossen Tsegaye & Roberto LaRovere & Germano Mwabu & Girma T. Kassie, 2017. "Adoption and farm-level impact of conservation agriculture in Central Ethiopia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(6), pages 2517-2533, December.
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    1378. Kazakov, Aleksandr & Koetter, Michael & Titze, Mirko & Tonzer, Lena, 2024. "The effect of firm subsidies on credit markets," IWH Discussion Papers 24/2022, Halle Institute for Economic Research (IWH), revised 2024.
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    1381. Mauricio José Serpa Barros de Moura & Rodrigo de Losso da Silveira Bueno, 2014. "The Effect of Land Title on Child Labor Supply: Empirical Evidence from Brazil," Working Papers, Department of Economics 2014_08, University of São Paulo (FEA-USP).
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    1395. Jenny C. Aker, 2010. "Information from Markets Near and Far: Mobile Phones and Agricultural Markets in Niger," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 46-59, July.
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    1405. Di Novi, C. & Paruolo, P. & Verzillo, S., 2022. "The Role of Employment Protection Legislation Regimes in Shaping the Impact of Job Disruption on Older Workers’ Mental Health in Times of COVID-19," Health, Econometrics and Data Group (HEDG) Working Papers 22/03, HEDG, c/o Department of Economics, University of York.
    1406. Fratzscher, Marcel & König, Philipp Johann & Lambert, Claudia, 2016. "Credit provision and banking stability after the Great Financial Crisis: The role of bank regulation and the quality of governance," Journal of International Money and Finance, Elsevier, vol. 66(C), pages 113-135.
    1407. Young, Alwyn, 2019. "Channeling Fisher: randomization tests and the statistical insignificance of seemingly significant experimental results," LSE Research Online Documents on Economics 101401, London School of Economics and Political Science, LSE Library.
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    1419. Tambo, Justice A. & Matimelo, Mathews & Ndhlovu, Mathias & Mbugua, Fredrick & Phiri, Noah, 2021. "Gender-differentiated impacts of plant clinics on maize productivity and food security: Evidence from Zambia," World Development, Elsevier, vol. 145(C).
    1420. 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.
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    1429. Susan P Sparkes & Rifat Atun & Till Bӓrnighausen, 2019. "The impact of the Family Medicine Model on patient satisfaction in Turkey: Panel analysis with province fixed effects," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-13, January.
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    1433. James Bisbee & Rajeev Dehejia & Cristian Pop-Eleches & Cyrus Samii, 2015. "Local Instruments, Global Extrapolation: External Validity of the Labor Supply-Fertility Local Average Treatment Effect," NBER Working Papers 21663, National Bureau of Economic Research, Inc.
    1434. Lee, Myoung-jae & Johansson, Per, 2013. "A Simple Approach to Treatment Effects on Durations When the Treatment Timing is Chosen," IZA Discussion Papers 7249, Institute of Labor Economics (IZA).
    1435. Justice A. Tambo & Fredrick Mbugua & Solomon Agyemang Duah & Birgitta Oppong-Mensah & Christopher Yao Ocloo & Frances Williams, 2023. "Pest risk information, agricultural outcomes and food security: evidence from Ghana," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(6), pages 1667-1683, December.
    1436. William Rhodes, 2010. "Heterogeneous Treatment Effects: What Does a Regression Estimate?," Evaluation Review, , vol. 34(4), pages 334-361, August.
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    1441. Ayako Obashi & Kazunobu Hayakawa & Toshiyuki Matsuura & Kazuyuki Motohashi, 2010. "A Two-dimensional Analysis of the Impact of Outward FDI on Performance at Home: Evidence from Japanese Manufacturing Firms," Keio/Kyoto Joint Global COE Discussion Paper Series 2010-005, Keio/Kyoto Joint Global COE Program.
    1442. Marie Lassalas & Sabine Duvaleix & Laure Latruffe, 2024. "The technical and economic effects of biodiversity standards on wheat production," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 51(2), pages 275-308.
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    1446. Barge-Gil, Andrés & Vivas-Augier, Carlos, 2019. "Does Cooperation with Universities and KIBS Matter? Firm-level Evidence from Spain," MPRA Paper 96949, University Library of Munich, Germany.
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    1448. Koch, Thomas G., 2013. "Using RD design to understand heterogeneity in health insurance crowd-out," Journal of Health Economics, Elsevier, vol. 32(3), pages 599-611.
    1449. Henning, Karla & Vollan, Björn & Balafoutas, Loukas, 2022. "Religious worship and discrimination," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 91-102.
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    1452. Laura Ravazzini, 2018. "Childcare and maternal part-time employment: a natural experiment using Swiss cantons," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 154(1), pages 1-16, December.
    1453. Takahashi, Ryo & Todo, Yasuyuki, 2013. "Impact of a Shade Coffee Certification Program on Forest Conservation:A Case Study from a Wild Coffee Forest in Ethiopia," Working Papers 55, JICA Research Institute.
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    1455. Cutura, Jannic Alexander, 2020. "Debt holder monitoring and implicit guarantees: did the BRRD improve market discipline?," ESRB Working Paper Series 111, European Systemic Risk Board.
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    1457. Lucyna Gornicka, 2018. "Brexit Referendum and Business Investment in the UK," IMF Working Papers 2018/247, International Monetary Fund.
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    1460. Jahn, Elke & Egger, Hartmut & Kornitzky, Stefan, 2021. "Does the Position in Business Group Hierarchies Affect Workers' Wages?," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242374, Verein für Socialpolitik / German Economic Association.
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    1462. Wang, Chao & Sweetman, Arthur, 2020. "Delisting eye examinations from public health insurance: Empirical evidence from Canada regarding impacts on patients and providers," Health Policy, Elsevier, vol. 124(5), pages 540-548.
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    1465. Noth, Felix & Ossandon Busch, Matias, 2019. "Banking globalization, local lending, and labor market effects: Micro-level evidence from Brazil," IWH Discussion Papers 7/2017, Halle Institute for Economic Research (IWH), revised 2019.
    1466. Bermejo, Vicente J. & Campos, Rodolfo G. & Abad, José M., 2015. "How does easing liquidity constraints affect aggregate employment?," DEE - Working Papers. Business Economics. WB wb1504, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.
    1467. Luca A. Panzone & Natasha Auch & Daniel John Zizzo, 2024. "Nudging the Food Basket Green: The Effects of Commitment and Badges on the Carbon Footprint of Food Shopping," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(1), pages 89-133, January.
    1468. Castro, Marcelo Araújo & Mattos, Enlinson & Patriota, Fernanda, 2016. "Spatial spillovers and political coordination in public health provision," Textos para discussão 417, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    1469. Yinghua Li & Yupeng Lin & Liandong Zhang, 2018. "Trade Secrets Law and Corporate Disclosure: Causal Evidence on the Proprietary Cost Hypothesis," Journal of Accounting Research, Wiley Blackwell, vol. 56(1), pages 265-308, March.
    1470. Connolly, Cristina & Klaiber, H. Allen, 2012. "Are Consumers Willing to Pay for Organic When the Food is Already Local?," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124364, Agricultural and Applied Economics Association.
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    1472. Ropponen, Olli, 2010. "Minimum Wages and Employment: Replication of Card and Krueger (1994) Using the CIC Estimator," MPRA Paper 25181, University Library of Munich, Germany.
    1473. Kurmangaliyeva Madina, 2018. "Missing Rich Offenders: Traffic Accidents and the Impartiality of Justice," Review of Law & Economics, De Gruyter, vol. 14(1), pages 1-29, March.
    1474. Shah Johir Rayhan & Md. Sadique Rahman & Kaiyu Lyu, 2023. "The Role of Rural Credit in Agricultural Technology Adoption: The Case of Boro Rice Farming in Bangladesh," Agriculture, MDPI, vol. 13(12), pages 1-17, November.
    1475. Closset, Frédéric & Urban, Daniel, 2019. "The balance of power between creditors and the firm: Evidence from German insolvency law," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 454-477.
    1476. Baraldi, Anna Laura & Cantabene, Claudia & De Iudicibus, Alessandro, 2024. "Fighting crime to improve recycling: Evaluating an anti-mafia policy on source separation of waste," Ecological Economics, Elsevier, vol. 224(C).
    1477. Astrid Kiil, 2012. "Does employment-based private health insurance increase the use of covered health care services? A matching estimator approach," International Journal of Health Economics and Management, Springer, vol. 12(1), pages 1-38, March.
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    1479. Philip Verwimp & Sisi Zhang, 2018. "The welfare impact of Vietnam's national target programme 'building a new countryside': A quasi-experimental evaluation," WIDER Working Paper Series wp-2018-164, World Institute for Development Economic Research (UNU-WIDER).
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    1483. Nadine Weuschek, 2025. "Does public funding reduce financial constraints of young firms in Germany?," Journal of Business Economics, Springer, vol. 95(1), pages 103-154, January.
    1484. Echeverría, Lucía, 2020. "Modelos colectivos de consumo y distribución intra-hogar. Teoría y aplicaciones," Nülan. Deposited Documents 3832, Universidad Nacional de Mar del Plata, Facultad de Ciencias Económicas y Sociales, Centro de Documentación.
    1485. Nabeel Asharaf & Richard S. J. Tol, 2024. "The Impact of Pradhan Mantri Ujjwala Yojana on Indian Households," Papers 2403.17112, arXiv.org.
    1486. Zimmert, Franziska, 2019. "Early child care and maternal employment: empirical evidence from Germany," IAB-Discussion Paper 201902, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    1487. Marek Giebel & Kornelius Kraft, 2024. "R&D investments under financing constraints," Industry and Innovation, Taylor & Francis Journals, vol. 31(9), pages 1141-1168, October.
    1488. Gowokani Chijere Chirwa & Boniface Dulani & Lonjezo Sithole & Joseph J. Chunga & Witness Alfonso & John Tengatenga, 2022. "Malawi at the Crossroads: Does the Fear of Contracting COVID-19 Affect the Propensity to Vote?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(1), pages 409-431, February.
    1489. Borra, Cristina & Iacovou, Maria & Sevilla, Almudena, 2012. "The Effect of Breastfeeding on Children's Cognitive and Noncognitive Development," IZA Discussion Papers 6697, Institute of Labor Economics (IZA).
    1490. Carole Bonnet & Bertrand Garbinti & Anne Solaz, 2021. "The flip side of marital specialization: the gendered effect of divorce on living standards and labor supply," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(2), pages 515-573, April.
    1491. Albanese, Andrea & Cockx, Bart, 2015. "Permanent Wage Cost Subsidies for Older Workers: An Effective Tool for Increasing Working Time and Postponing Early Retirement?," IZA Discussion Papers 8988, Institute of Labor Economics (IZA).
    1492. Tea Petrin & Dragana Radicic, 2023. "Instrument policy mix and firm size: is there complementarity between R&D subsidies and R&D tax credits?," The Journal of Technology Transfer, Springer, vol. 48(1), pages 181-215, February.
    1493. Haupt, Johannes & Jacob, Daniel & Gubela, Robin M. & Lessmann, Stefan, 2019. "Affordable Uplift: Supervised Randomization in Controlled Exprtiments," IRTG 1792 Discussion Papers 2019-026, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    1494. Constantin Colonescu, 2017. "Macroeconomic Effects of the European Monetary Union: A Counterfactual Analysis," Athens Journal of Business & Economics, Athens Institute for Education and Research (ATINER), vol. 3(2), pages 171-186, April.
    1495. Mwambi, Mercy & Oduol, Judith & Mshenga, Patience M. & Mwanarusi, Saidi, 2013. "Does Contract Farming Improve Smallholder Farmers Income? The Case of Avocado Farming in Kenya," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 161514, African Association of Agricultural Economists (AAAE).
    1496. Escobal, Javier & Ponce, Carmen, 2020. "Challenges in using RCTs for evaluation of large-scale public programs with complex designs: Lessons from Peru," World Development, Elsevier, vol. 127(C).
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    1499. Byrne, David & Kelly, Robert & O'Toole, Conor, 2017. "How does monetary policy pass-through affect mortgage default? Evidence from the Irish mortgage market," Research Technical Papers 04/RT/17, Central Bank of Ireland.
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    1503. Altunbas, Yener & Avignone, Giuseppe & Kok, Christoffer & Pancaro, Cosimo, 2023. "Euro area banks’ market power, lending channel and stability: the effects of negative policy rates," Working Paper Series 2790, European Central Bank.
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    1507. Rainer Eppel & Marian Fink & Helmut Mahringer, 2016. "Die Wirkung zentraler Interventionen des AMS im Prozess der Vermittlung von Arbeitslosen," WIFO Studies, WIFO, number 59029, March.
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    1545. Ana Paula Macedo De Avellar, 2014. "Evaluating The Impacts Of Innovationpolicy: Evidences From Brazil," Anais do XL Encontro Nacional de Economia [Proceedings of the 40th Brazilian Economics Meeting] 145, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
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    2165. Rainer Winkelmann, 2023. "Neglected heterogeneity, Simpson’s paradox, and the anatomy of least squares," ECON - Working Papers 426, Department of Economics - University of Zurich, revised Jul 2023.
    2166. Aizawa, T.;, 2019. "Reviewing the Existing Evidence of the Conditional Cash Transfer in India through the Partial Identification Approach," Health, Econometrics and Data Group (HEDG) Working Papers 19/24, HEDG, c/o Department of Economics, University of York.
    2167. Győző Gyöngyösi & Emil Verner, 2022. "Financial Crisis, Creditor‐Debtor Conflict, and Populism," Journal of Finance, American Finance Association, vol. 77(4), pages 2471-2523, August.
    2168. Sacha Bourgeois-Gironde & João V. Ferreira, 2024. "The expressive power of voting rules," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 62(2), pages 233-273, March.
    2169. Mo, Di & Luo, Renfu & Liu, Chengfang & Zhang, Huiping & Zhang, Linxiu & Medina, Alexis & Rozelle, Scott, 2014. "Text Messaging and its Impacts on the Health and Education of the Poor: Evidence from a Field Experiment in Rural China," World Development, Elsevier, vol. 64(C), pages 766-780.
    2170. Qaim, Matin, 2014. "Evaluating nutrition and health impacts of agricultural innovations," GlobalFood Discussion Papers 185785, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    2171. Federico R. León & Rebecka Lundgren & Irit Sinai & Victoria Jennings, 2011. "The Role of Need for Contraception in the Evaluation of Interventions to Improve Access to Family-Planning Methods," Evaluation Review, , vol. 35(1), pages 3-13, February.
    2172. Yong Chen & David J. Lewis & Bruce Weber, 2016. "Conservation Land Amenities And Regional Economies: A Postmatching Difference-In-Differences Analysis Of The Northwest Forest Plan," Journal of Regional Science, Wiley Blackwell, vol. 56(3), pages 373-394, June.
    2173. 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.
    2174. Kun Jiang & Wolfgang Keller & Larry D. Qiu & William Ridley, 2018. "International Joint Ventures and Internal vs. External Technology Transfer: Evidence from China," CESifo Working Paper Series 7065, CESifo.
    2175. Anindya Ghose & Vilma Todri, 2015. "Towards a Digital Attribution Model: Measuring the Impact of Display Advertising on Online Consumer Behavior," Working Papers 15-15, NET Institute.
    2176. Alexander Kupfer & Julia Oberndorfer & Felix Kunz, 2022. "Why do corporate cash holdings differ within reunified Germany?," Journal of Business Economics, Springer, vol. 92(2), pages 197-232, February.
    2177. Claudio A. Agostini & Eduardo Engel & Andrea Repetto & Damián Vergara, 2018. "Using small businesses for individual tax planning: evidence from special tax regimes in Chile," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(6), pages 1449-1489, December.
    2178. Alfredo Cuecuecha Mendoza, 2024. "The effect of remittances on financial literacy in Mexico," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 19(1), pages 1-22, Enero - M.
    2179. Francesco Bartolucci & Fulvia Pennoni & Giorgio Vittadini, 2023. "A Causal Latent Transition Model With Multivariate Outcomes and Unobserved Heterogeneity: Application to Human Capital Development," Journal of Educational and Behavioral Statistics, , vol. 48(4), pages 387-419, August.
    2180. Pavel Chakraborty, 2024. "Bank ownership and firm performance," Economica, London School of Economics and Political Science, vol. 91(361), pages 238-267, January.
    2181. Kelly J. Wendland & Matthias Baumann & David J. Lewis & Anika Sieber & Volker C. Radeloff, 2015. "Protected Area Effectiveness in European Russia: A Postmatching Panel Data Analysis," Land Economics, University of Wisconsin Press, vol. 91(1), pages 149-168.
    2182. Czarnitzki, Dirk & Thorwarth, Susanne, 2009. "The design paradox: the contribution of in-house and external design activities on product market performance," ZEW Discussion Papers 09-068, ZEW - Leibniz Centre for European Economic Research.
    2183. Boes, Stefan & Nüesch, Stephan & Wüthrich, Kaspar, 2015. "Hedonic valuation of the perceived risks of nuclear power plants," Economics Letters, Elsevier, vol. 133(C), pages 109-111.
    2184. DAGUNGA, Gilbert & ABUBAKARI, Kamaru & AGEBASE AWUNI, Joseph, 2021. "Conservation Agricultural Practices: Determinants And Effects On Soil Health For Sustainable Production In Northern Ghana," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 24(01), March.
    2185. Deng, Yongheng & McMillen, Daniel P. & Sing, Tien Foo, 2014. "Matching indices for thinly-traded commercial real estate in Singapore," Regional Science and Urban Economics, Elsevier, vol. 47(C), pages 86-98.
    2186. Chellattan Veettil, Prakashan & Krishna, Vijesh V. & Qaim, Matin, 2014. "Bt Cotton and Ecosystem Impacts of Pesticide Reductions," GlobalFood Discussion Papers 180977, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    2187. Gideon Danso-Abbeam & Lloyd J. S. Baiyegunhi & Mark D. Laing & Hussein Shimelis, 2022. "Productivity and Welfare Impacts of Dual-Purpose Sweetpotato Varieties’ Adoption Among Smallholder Farmers in Rwanda," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(2), pages 1097-1117, April.
    2188. Kölling, Arnd, 2017. "Employment in family firms: Less but safe? Analyzing labor demand of German family firms with a treatment model for panel data," Working Papers 92, Berlin School of Economics and Law, Institute of Management Berlin (IMB).
    2189. Naveen Rai & Lena Suchanek & Maria Bernier, 2018. "Does Outward Foreign Investment Matter for Canadian Productivity? Evidence from Greenfield Investments," Staff Working Papers 18-31, Bank of Canada.
    2190. Andor, Mark A. & Fels, Katja M., 2018. "Behavioral Economics and Energy Conservation – A Systematic Review of Non-price Interventions and Their Causal Effects," Ecological Economics, Elsevier, vol. 148(C), pages 178-210.
    2191. 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.
    2192. 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.
    2193. 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.
    2194. 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.
    2195. 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.
    2196. Vargas Da Cruz,Marcio Jose, 2014. "Do export promotion agencies promote new exporters ?," Policy Research Working Paper Series 7004, The World Bank.
    2197. 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.
    2198. 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.
    2199. 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. 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.
    2. Debopam Bhattacharya & Pascaline Dupas, 2008. "Inferring Welfare Maximizing Treatment Assignment under Budget Constraints," NBER Working Papers 14447, National Bureau of Economic Research, Inc.
    3. 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.
    4. Isaiah Andrews & Toru Kitagawa & Adam McCloskey, 2018. "Inference on winners," CeMMAP working papers CWP73/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. 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.
    6. Robert W. Fairlie & Florian Hoffmann & Philip Oreopoulos, 2011. "A Community College Instructor Like Me: Race and Ethnicity Interactions in the Classroom," NBER Working Papers 17381, National Bureau of Economic Research, Inc.
    7. Stéphane Bonhomme & Koen Jochmans & Martin Weidner, 2025. "A neyman-orthogonalization approach to the incidental parameter problem," CeMMAP working papers 05/25, Institute for Fiscal Studies.
    8. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
    9. Magdalena Bennett & Peter Leopold S. Bergman, 2018. "Better Together? Social Networks in Truancy and the Targeting of Treatment," CESifo Working Paper Series 6848, CESifo.
    10. Bryan S. Graham, 2019. "Network Data," Papers 1912.06346, arXiv.org.
    11. 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.
    12. Ciccone, Antonio & Garcia-Fontes, Walter, 2014. "Gender Peer Effects in School, a Birth Cohort Approach," Working Papers 14-19, University of Mannheim, Department of Economics.
    13. 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).
    14. Cabrales, Antonio & Bandyopadhyay, Siddhartha, 2020. "Pricing group membership," CEPR Discussion Papers 15137, C.E.P.R. Discussion Papers.
    15. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
    16. Bryan S. Graham, 2019. "Dyadic Regression," Papers 1908.09029, arXiv.org.
    17. Anton Badev, 2021. "Nash Equilibria on (Un)Stable Networks," Econometrica, Econometric Society, vol. 89(3), pages 1179-1206, May.
    18. Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2017. "Non-separable Models with High-dimensional Data," Economics and Statistics Working Papers 15-2017, Singapore Management University, School of Economics.
    19. de Gendre, Alexandra & Salamanca, Nicolás, 2020. "On the Mechanisms of Ability Peer Effects," IZA Discussion Papers 13938, Institute of Labor Economics (IZA).
    20. 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.
    21. 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.
    22. 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.
    23. Eric Auerbach & Yong Cai, 2022. "Heterogeneous Treatment Effects for Networks, Panels, and other Outcome Matrices," Papers 2205.01246, arXiv.org, revised Oct 2022.
    24. 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.
    25. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
    26. Frölich, Markus & Michaelowa, Katharina, 2011. "Peer effects and textbooks in African primary education," Labour Economics, Elsevier, vol. 18(4), pages 474-486, August.
    27. Bryan S. Graham, 2019. "Network Data," CeMMAP working papers CWP71/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    28. 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. Deng, Zichen & Lindeboom, Maarten, 2021. "Early-Life Famine Exposure, Hunger Recall and Later-Life Health," IZA Discussion Papers 14487, Institute of Labor Economics (IZA).
    5. Ferman, Bruno, 2017. "Matching Estimators with Few Treated and Many Control Observations," MPRA Paper 78940, University Library of Munich, Germany.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Liu, Yukun & Qin, Jing, 2024. "Tuning-parameter-free propensity score matching approach for causal inference under shape restriction," Journal of Econometrics, Elsevier, vol. 244(1).
    11. Songliang Chen & Fang Han, 2024. "On the limiting variance of matching estimators," Papers 2411.05758, arXiv.org.
    12. Hirukawa, Masayuki & Prokhorov, Artem, 2018. "Consistent estimation of linear regression models using matched data," Journal of Econometrics, Elsevier, vol. 203(2), pages 344-358.
    13. Fredrik Savje, 2019. "On the inconsistency of matching without replacement," Papers 1907.07288, arXiv.org, revised Jun 2021.
    14. 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.
    15. Jonathan Roth & Pedro H. C. Sant'Anna & Alyssa Bilinski & John Poe, 2022. "What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature," Papers 2201.01194, arXiv.org, revised Jan 2023.
    16. Zichen Deng & Maarten Lindeboom, 2021. "Early-life Famine Exposure, Hunger Recall and Later-life Health," Papers 2021-04, Centre for Health Economics, Monash University.
    17. 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).
    18. 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.
    19. Yihui He & Fang Han, 2023. "On propensity score matching with a diverging number of matches," Papers 2310.14142, arXiv.org, revised Nov 2023.
    20. 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.
    21. 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.
    22. 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.
    23. Max Cytrynbaum, 2021. "Optimal Stratification of Survey Experiments," Papers 2111.08157, arXiv.org, revised Aug 2023.
    24. Qiaoyi Chen & Nicholas Ryan & Daniel Yi Xu, 2025. "Firm Selection and Growth in Carbon Offset Markets: Evidence from the Clean Development Mechanism," Cowles Foundation Discussion Papers 2434, Cowles Foundation for Research in Economics, Yale University.
    25. 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.
    26. 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.
    27. Bodory, Hugo & Camponovo, Lorenzo & Huber, Martin & Lechner, Michael, 2024. "Nonparametric bootstrap for propensity score matching estimators," Statistics & Probability Letters, Elsevier, vol. 208(C).
    28. 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.
    29. 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).
    30. 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.
    31. Matias D. Cattaneo & Fang Han & Zhexiao Lin, 2023. "On Rosenbaum's Rank-based Matching Estimator," Papers 2312.07683, arXiv.org, revised Jan 2024.
    32. 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.

  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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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).
    6. Antonio Estache, 2010. "A survey of impact evaluations of infrastructure projects, programs and policies," Working Papers ECARES 2010_005, ULB -- Universite Libre de Bruxelles.
    7. 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.
    8. 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).
    9. 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.
    10. 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).
    11. 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.
    12. 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.
    13. 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.
    14. Wing Wah Tham & Elvira Sojli & Johannes A. Skjeltorp, 2018. "Cross-Sided Liquidity Externalities," Management Science, INFORMS, vol. 64(6), pages 2901-2929, June.
    15. Mogstad, Magne & Wiswall, Matthew, 2010. "Linearity in Instrumental Variables Estimation: Problems and Solutions," IZA Discussion Papers 5216, Institute of Labor Economics (IZA).
    16. Zhiyang Jia & Thor O. Thoresen & Trine E. Vattø & Thor Olav Thoresen, 2024. "Explaining the Declining Labor Supply Responsiveness of Married Women," CESifo Working Paper Series 11176, CESifo.
    17. Onda, Masayuki & Seyler, Edward, 2020. "English learners reclassification and academic achievement: Evidence from Minnesota," Economics of Education Review, Elsevier, vol. 79(C).
    18. Stephanie Hinke Kessler Scholder & George L. Wehby & Sarah Lewis & Luisa Zuccolo, 2014. "Alcohol Exposure In Utero and Child Academic Achievement," Economic Journal, Royal Economic Society, vol. 0(576), pages 634-667, May.
    19. 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.
    20. 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.
    21. Elizabeth Horner, 2014. "Subjective Well-Being and Retirement: Analysis and Policy Recommendations," Journal of Happiness Studies, Springer, vol. 15(1), pages 125-144, February.
    22. Jens Ludwig & Jeffrey R. Kling & Sendhil Mullainathan, 2011. "Mechanism Experiments and Policy Evaluations," NBER Working Papers 17062, National Bureau of Economic Research, Inc.
    23. Sylvain Chassang & Gerard Padro i Miquel & Erik Snowberg, 2010. "Selective Trials: A Principal-Agent Approach to Randomized Controlled Experiments," Working Papers 1262, Princeton University, Department of Economics, Econometric Research Program..
    24. 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.
    25. 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.
    26. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
    27. Bergh, Andreas & Wichardt, Phillipp C., 2024. "On Credibility and Causality in Economics: A Critical Appraisal," Working Paper Series 1504, Research Institute of Industrial Economics.
    28. 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.
    29. 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).
    30. 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.
    31. Maren Duvendack & Richard Palmer-Jones, 2012. "High Noon for Microfinance Impact Evaluations: Re-investigating the Evidence from Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 48(12), pages 1864-1880, December.
    32. Denis Fougère & Nicolas Jacquemet, 2020. "Policy Evaluation Using Causal Inference Methods," SciencePo Working papers Main hal-03455978, HAL.
    33. Francesco Bogliacino & Giuditta Prato & Daniel Nepelski, 2013. "Ownership Structure and R&D Orientation in ICT Groups," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(2), pages 164-178, December.
    34. McKenzie, David, 2009. "Impact assessments in finance and private sector development : what have we learned and what should we learn ?," Policy Research Working Paper Series 4944, The World Bank.
    35. Yang, Jinyang & Bazan Ruiz, Muchin I.A, 2021. "Are pilot experiments random? Social connections and policy expansion in China," The Journal of the Economics of Ageing, Elsevier, vol. 18(C).
    36. Schaubert, Marianna, 2022. "Do courts know how to incentivize? Behavioral response of non-resident parents to child support obligations," Children and Youth Services Review, Elsevier, vol. 137(C).
    37. Doerrenberg, Philipp & Peichl, Andreas, 2012. "The Impact of Redistributive Policies on Inequality in OECD Countries," IZA Discussion Papers 6505, Institute of Labor Economics (IZA).
    38. 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.
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    Cited by:

    1. Sumit Agarwal & Jia He & Tien Foo Sing & Jian Zhang, 2018. "Gender Gap in Personal Bankruptcy Risks: Empirical Evidence from Singapore [Large sample properties of matching estimators for average treatment effects]," Review of Finance, European Finance Association, vol. 22(2), pages 813-847.
    2. van de Walle, Dominique & Mu, Ren, 2007. "Fungibility and the flypaper effect of project aid: Micro-evidence for Vietnam," Journal of Development Economics, Elsevier, vol. 84(2), pages 667-685, November.
    3. David Kaplan & Jianshen Chen, 2012. "A Two-Step Bayesian Approach for Propensity Score Analysis: Simulations and Case Study," Psychometrika, Springer;The Psychometric Society, vol. 77(3), pages 581-609, July.
    4. Lixin Cai & Guyonne Kalb & Yi-Ping Tseng & Ha Vu, 2008. "The Effect of Financial Incentives on Labour Supply: Evidence for Lone Parents from Microsimulation and Quasi-Experimental Evaluation," Fiscal Studies, Institute for Fiscal Studies, vol. 29(2), pages 285-325, June.
    5. Melba V. Tutor, 2014. "The Impact of Philippines’ Conditional Cash Transfer Program on Consumption," UP School of Economics Discussion Papers 201405, University of the Philippines School of Economics.
    6. Deng, Xiangzheng & Huang, Jikun & Uchida, Emi & Rozelle, Scott & Gibson, John, 2011. "Pressure cookers or pressure valves: Do roads lead to deforestation in China?," Journal of Environmental Economics and Management, Elsevier, vol. 61(1), pages 79-94, January.
    7. Calavrezo, Oana & Duhautois, Richard & Walkowiak, Emmanuelle, 2010. "Short-Time Compensation and Establishment Exit: An Empirical Analysis with French Data," IZA Discussion Papers 4989, Institute of Labor Economics (IZA).
    8. Matsumoto, Kodai, 2022. "The effects of employment support programs on public assistance recipients: The case of a Japanese municipality program," Journal of the Japanese and International Economies, Elsevier, vol. 63(C).
    9. Arráiz, Irani & Calero, Carla, 2015. "From Candles to Light: The Impact of Rural Electrification," IDB Publications (Working Papers) 6917, Inter-American Development Bank.
    10. 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.
    11. Wang, Jian & Wang, Xiao, 2015. "Benefits of foreign ownership: Evidence from foreign direct investment in China," Journal of International Economics, Elsevier, vol. 97(2), pages 325-338.
    12. Falkowski, Jan & Jakubowski, Maciej & Strawinski, Pawel, 2013. "Returns from Income Strategies in Rural Poland," Factor Markets Working Papers 178, Centre for European Policy Studies.
    13. Dolton, Peter & Smith, Jeffrey A., 2011. "The Impact of the UK New Deal for Lone Parents on Benefit Receipt," IZA Discussion Papers 5491, Institute of Labor Economics (IZA).
    14. Tandon, Sharad, 2015. "How much do Experiential Measures of Food Security Tell us About Nutrition?," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 204911, Agricultural and Applied Economics Association.
    15. Alessia Lo Turco & Daniela Maggioni, 2015. "Imports, Exports and the Firm Product Scope: Evidence From Turkey," The World Economy, Wiley Blackwell, vol. 38(6), pages 984-1005, June.
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    17. Arata, Linda & Sckokai, P., 2013. "Impact of Agri-environmental Schemes on Farm Performances in five EU Member States," 2013 Second Congress, June 6-7, 2013, Parma, Italy 149771, Italian Association of Agricultural and Applied Economics (AIEAA).
    18. John P. Weche Geluebcke, 2012. "Foreign and Domestic Takeovers in Germany: First Comparative Evidence on the Post-acquisition Target Performance using new Data," Working Paper Series in Economics 249, University of Lüneburg, Institute of Economics.
    19. Kenneth Fortson & Natalya Verbitsky-Savitz & Emma Kopa & Philip Gleason, 2012. "Using an Experimental Evaluation of Charter Schools to Test Whether Nonexperimental Comparison Group Methods Can Replicate Experimental Impact Estimates," Mathematica Policy Research Reports 27f871b5b7b94f3a80278a593, Mathematica Policy Research.
    20. 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.
    21. Balima, Wenéyam Hippolyte & Combes, Jean-Louis & Minea, Alexandru, 2017. "Sovereign debt risk in emerging market economies: Does inflation targeting adoption make any difference?," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 360-377.
    22. Caliendo, Marco & Lee, Wang-Sheng, 2013. "Fat chance! Obesity and the transition from unemployment to employment," Economics & Human Biology, Elsevier, vol. 11(2), pages 121-133.
    23. 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.
    24. Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2008. "A Caseworker Like Me: Does the Similarity between Unemployed and Caseworker Increase Job Placements?," IZA Discussion Papers 3437, Institute of Labor Economics (IZA).
    25. Takahashi, Ryo & Todo, Yasuyuki, 2015. "Coffee certification and forest quality: A case in Ethiopia," 2015 Conference, August 9-14, 2015, Milan, Italy 211939, International Association of Agricultural Economists.
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    36. Pont-Grau, Alex & Lei, Yu-Hsiang & Lim, Joel Z.E. & Xia, Xing, 2023. "The effect of language training on immigrants’ integration: Does the duration of training matter?," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 160-198.
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    38. Olivier Dagnelie & Philippe LeMay, 2005. "Rosca Participation in Benin : a Commitment Issue," Development and Comp Systems 0511026, University Library of Munich, Germany.
    39. Felfe, Christina & Lechner, Michael & Steinmayr, Andreas, 2016. "Sports and Child Development," Munich Reprints in Economics 37862, University of Munich, Department of Economics.
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    42. Bellmann, Lutz & Hübler, Olaf, 2019. "Personal Attitudes, Job Characteristics and Health," IZA Discussion Papers 12597, Institute of Labor Economics (IZA).
    43. Lutz Bellmann & Marco Caliendo & Stefan Tübbicke, 2018. "The Post‐Reform Effectiveness of the New German Start‐Up Subsidy for the Unemployed," LABOUR, CEIS, vol. 32(3), pages 293-319, September.
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    45. Henderson, Daniel J. & Sperlich, Stefan, 2022. "A Complete Framework for Model-Free Difference-in-Differences Estimation," IZA Discussion Papers 15799, Institute of Labor Economics (IZA).
    46. Moran, John R. & Short, Pamela Farley & Hollenbeak, Christopher S., 2011. "Long-term employment effects of surviving cancer," Journal of Health Economics, Elsevier, vol. 30(3), pages 505-514, May.
    47. Sullivan, Karen A. & Uchida, Emi & Deng, Xiangzheng & Huang, Jikun & Rozelle, Scott & Gibson, John, 2010. "Reaching Far into the Woods: Impact of Roads on Forest Structure in China," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 61690, Agricultural and Applied Economics Association.
    48. Melstrom, Richard T., 2019. "The Effect of Land Use Restrictions Protecting Endangered Species on Agricultural Land Values," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 291086, Agricultural and Applied Economics Association.
    49. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Is Export Promotion Effective in Developing Countries? Firm-Level Evidence on the Intensive and Extensive Margins of Exports," IDB Publications (Working Papers) 3187, Inter-American Development Bank.
    50. Miguel Manjón & Juan Máñez & María Rochina-Barrachina & Juan Sanchis-Llopis, 2013. "Reconsidering learning by exporting," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(1), pages 5-22, March.
    51. Roland Rathelot, 2014. "Ethnic differentials on the labor market in the presence of asymmetric spatial sorting: Set identification and estimation," RF Berlin - CReAM Discussion Paper Series 1411, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
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    56. Ferracci, Marc & Jolivet, Grégory & van den Berg, Gerard J., 2010. "Treatment Evaluation in the Case of Interactions within Markets," IZA Discussion Papers 4700, Institute of Labor Economics (IZA).
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    58. Juan Díaz & Tomás Rau & Jorge Rivera, 2012. "A matching estimator based on a bi-level optimization problem," Working Papers wp351, University of Chile, Department of Economics.
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    62. Lakdawalla, Darius N. & Seabury, Seth A., 2012. "The welfare effects of medical malpractice liability," International Review of Law and Economics, Elsevier, vol. 32(4), pages 356-369.
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    65. Kantarevic, Jasmin & Kralj, Boris, 2015. "Physician Payment Contracts in the Presence of Moral Hazard and Adverse Selection: The Theory and its Application to Ontario," IZA Discussion Papers 9142, Institute of Labor Economics (IZA).
    66. Oleg Sidorkin & Martin Srholec, 2022. "Do Direct Subsidies Stimulate New R&D Outputs in Firms? Evidence from the Czech Republic," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2203-2229, September.
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    68. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The effect of firms' partial retirement policies on the labour market outcomes of their employees," Economics Working Paper Series 1316, University of St. Gallen, School of Economics and Political Science.
    69. Julie Subervie & Isabelle Vagneron, 2013. "A drop of water in the Indian ocean? The impact of GlobalGap certification on lychee farmers in Madagascar," Post-Print hal-02651987, HAL.
    70. Jan Marcus, 2012. "Does Job Loss Make You Smoke and Gain Weight?," SOEPpapers on Multidisciplinary Panel Data Research 432, DIW Berlin, The German Socio-Economic Panel (SOEP).
    71. Asdrubali, Pierfederico & Signore, Simone, 2015. "The Economic Impact of EU Guarantees on Credit to SMEs – Evidence from CESEE Countries," EIF Working Paper Series 2015/29, European Investment Fund (EIF).
    72. Evan Borkum & Anitha Sivasankaran & Jane Fortson & Kristen Velyvis & Christopher Ksoll & Elena Moroz & Matt Sloan, "undated". "Evaluation of the Fruit Tree Productivity Project in Morocco: Design Report," Mathematica Policy Research Reports a34b68aa86c4467ba08f09fa0, Mathematica Policy Research.
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    116. Juan Pablo Cote, 2019. "The Effect of Interdiction on Coca Cultivation in Colombia," Documentos CEDE 17316, Universidad de los Andes, Facultad de Economía, CEDE.
    117. Huber, Martin & Lechner, Michael & Steinmayr, Andreas, 2012. "Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation," Economics Working Paper Series 1226, University of St. Gallen, School of Economics and Political Science.
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    121. Egana-delSol, Pablo & Contreras, Dante & Valenzuela, Juan Pablo, 2019. "The impact of art-education on human Capital: An empirical assessment of a youth orchestra," International Journal of Educational Development, Elsevier, vol. 71(C).
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    396. Freier, Ronny & Steiner, Viktor, 2008. "Marginal employment: Stepping stone or dead end? : evaluating the German experience," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 41(2/3), pages 223-243.
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  61. Mitnik, Oscar K. & Imbens, Guido & Hotz, V. Joseph & Crump, Richard K., 2008. "Nonparametric Tests for Treatment Effect Heterogeneity," Scholarly Articles 3039049, Harvard University Department of Economics.

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    1. John Cai & Weinan Wang, 2022. "A Systematic Paradigm for Detecting, Surfacing, and Characterizing Heterogeneous Treatment Effects (HTE)," Papers 2211.01547, arXiv.org.
    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. 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).
    4. 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).
    5. Seán M. Muller, 2021. "Evidence for a YETI? A Cautionary Tale from South Africa's Youth Employment Tax Incentive," Development and Change, International Institute of Social Studies, vol. 52(6), pages 1301-1342, November.
    6. 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.
    7. Britta Augsburg & Antonella Bancalari & Zara Durrani & Madhav Vaidyanathan & Zach White, 2021. "When nature calls back: sustaining behavioural change in rural Pakistan," IFS Working Papers W21/46, Institute for Fiscal Studies.
    8. 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.
    9. Alejandro Sanchez-Becerra, 2023. "Robust inference for the treatment effect variance in experiments using machine learning," Papers 2306.03363, arXiv.org.
    10. Sokbae Lee & Yoon-Jae Whang, 2009. "Nonparametric Tests of Conditional Treatment Effects," Cowles Foundation Discussion Papers 1740, Cowles Foundation for Research in Economics, Yale University.
    11. Yanchun Jin, 2016. "Nonparametric tests for the effect of treatment on conditional variance," KIER Working Papers 948, Kyoto University, Institute of Economic Research.
    12. Daniel Kaliski, 2023. "Identifying the impact of health insurance on subgroups with changing rates of diagnosis," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 2098-2112, September.
    13. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
    14. Pender, John & Reeder, Richard, 2011. "Impacts of Regional Approaches to Rural Development: Initial Evidence on the Delta Regional Authority," Economic Research Report 262240, United States Department of Agriculture, Economic Research Service.
    15. Steven F. Lehrer & R. Vincent Pohl & Kyungchul Song, 2016. "Targeting Policies: Multiple Testing and Distributional Treatment Effects," NBER Working Papers 22950, National Bureau of Economic Research, Inc.
    16. Marianne P. Bitler & Jonah B. Gelbach & Hilary W. Hoynes, 2017. "Can Variation in Subgroups' Average Treatment Effects Explain Treatment Effect Heterogeneity? Evidence from a Social Experiment," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 683-697, July.
    17. Luo Wei & Wu Wenbo & Zhu Yeying, 2019. "Learning Heterogeneity in Causal Inference Using Sufficient Dimension Reduction," Journal of Causal Inference, De Gruyter, vol. 7(1), pages 1-14, March.
    18. Wei Huang & Oliver Linton & Zheng Zhang, 2022. "A Unified Framework for Specification Tests of Continuous Treatment Effect Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(4), pages 1817-1830, October.
    19. Tobias Adrian & Richard K. Crump & Erik Vogt, 2019. "Nonlinearity and Flight‐to‐Safety in the Risk‐Return Trade‐Off for Stocks and Bonds," Journal of Finance, American Finance Association, vol. 74(4), pages 1931-1973, August.
    20. Pedro H. C. Sant’Anna, 2021. "Nonparametric Tests for Treatment Effect Heterogeneity With Duration Outcomes," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(3), pages 816-832, July.
    21. Pons Rotger, Gabriel & Rosholm, Michael, 2020. "The Role of Beliefs in Long Sickness Absence: Experimental Evidence from a Psychological Intervention," IZA Discussion Papers 13582, Institute of Labor Economics (IZA).
    22. Lu, Xun & White, Habert, 2015. "Testing For Treatment Dependence Of Effects Of A Continuous Treatment," Econometric Theory, Cambridge University Press, vol. 31(5), pages 1016-1053, October.
    23. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand," Working Papers 0608, University of Miami, Department of Economics.
    24. Bedoya, Guadalupe & Bittarello, Luca & Davis, Jonathan & Mittag, Nikolas, 2018. "Distributional Impact Analysis: Toolkit and Illustrations of Impacts beyond the Average Treatment Effect," IZA Discussion Papers 11863, Institute of Labor Economics (IZA).
    25. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
    26. Layla Parast & Tianxi Cai & Lu Tian, 2023. "Testing for heterogeneity in the utility of a surrogate marker," Biometrics, The International Biometric Society, vol. 79(2), pages 799-810, June.
    27. 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.
    28. Timothy B. Armstrong & Shu Shen, 2013. "Inference on Optimal Treatment Assignments," Cowles Foundation Discussion Papers 1927, Cowles Foundation for Research in Economics, Yale University.
    29. EunYi Chung & Mauricio Olivares, 2025. "Quantile‐Based Test for Heterogeneous Treatment Effects," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 40(1), pages 3-17, January.
    30. Albrecht, Konstanze & von Essen, Emma & Parys, Juliane & Szech, Nora, 2011. "Updating, Self-Confidence and Discrimination," IZA Discussion Papers 6203, Institute of Labor Economics (IZA).
    31. Peng Ding & Avi Feller & Luke Miratrix, 2016. "Randomization inference for treatment effect variation," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 78(3), pages 655-671, June.
    32. Julius Owusu, 2023. "Randomization Inference of Heterogeneous Treatment Effects under Network Interference," Papers 2308.00202, arXiv.org, revised Jan 2025.
    33. Chengfeng Yu & Jiyu Yu & Da Gao, 2024. "Smart Cities and Greener Futures: Evidence from a Quasi-Natural Experiment in China’s Smart City Construction," Sustainability, MDPI, vol. 16(2), pages 1-28, January.
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    35. Judith Favereau & Nicolas Brisset, 2016. "Randomization of What? Moving from Libertarian to "Democratic Paternalism"," GREDEG Working Papers 2016-34, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    36. 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.
    37. 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.
    38. Marusca De Castris & Guido Pellegrini, 2015. "Caratteristiche delle imprese ed eterogeneit? degli effetti degli incentivi alla r&s," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 61-79.
    39. Sianesi, Barbara, 2017. "Evidence of randomisation bias in a large-scale social experiment: The case of ERA," Journal of Econometrics, Elsevier, vol. 198(1), pages 41-64.
    40. Timothy B. Armstrong & Shu Shen, 2023. "Inference on optimal treatment assignments," The Japanese Economic Review, Springer, vol. 74(4), pages 471-500, October.
    41. 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.
    42. 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.
    43. Philip Gleason & Alexandra Resch & Jillian Berk, 2018. "RD or Not RD: Using Experimental Studies to Assess the Performance of the Regression Discontinuity Approach," Evaluation Review, , vol. 42(1), pages 3-33, February.
    44. Gabriel Okasa & Kenneth A. Younge, 2022. "Sample Fit Reliability," Papers 2209.06631, arXiv.org.
    45. 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.
    46. 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.
    47. Zongwu Cai & Ying Fang & Ming Lin & Shengfang Tang, 2021. "A Nonparametric Test for Testing Heterogeneity in Conditional Quantile Treatment Effects," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202117, University of Kansas, Department of Economics, revised Aug 2021.
    48. Sung Jae Jun & Yoonseok Lee & Youngki Shin, 2016. "Treatment Effects With Unobserved Heterogeneity: A Set Identification Approach," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(2), pages 302-311, April.
    49. Nathan Kallus, 2022. "Treatment Effect Risk: Bounds and Inference," Papers 2201.05893, arXiv.org, revised Jul 2022.
    50. Steinkraus, Arne, 2018. "Rethinking Policy Evaluation – Do Simple Neural Nets Bear Comparison with Synthetic Control Method?," EconStor Preprints 177390, ZBW - Leibniz Information Centre for Economics.
    51. Słoczyński, Tymon, 2012. "New Evidence on Linear Regression and Treatment Effect Heterogeneity," MPRA Paper 39524, University Library of Munich, Germany.
    52. Lépine, A. & Lagarde, M. & Le Nestour, A., 2015. "Free primary care in Zambia: an impact evaluation using a pooled synthetic control method," Health, Econometrics and Data Group (HEDG) Working Papers 15/20, HEDG, c/o Department of Economics, University of York.
    53. Zhou, Niwen & Guo, Xu & Zhu, Lixing, 2024. "Significance test for semiparametric conditional average treatment effects and other structural functions," Computational Statistics & Data Analysis, Elsevier, vol. 189(C).
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    55. Philip M. Gleason & Alexandra M. Resch & Jillian A. Berk, "undated". "Replicating Experimental Impact Estimates Using a Regression Discontinuity Approach," Mathematica Policy Research Reports c7ecf8b35c8d402491d09b2d0, Mathematica Policy Research.
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    57. Andrea Mercatanti & Fan Li, 2017. "Do debit cards decrease cash demand?: causal inference and sensitivity analysis using principal stratification," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 66(4), pages 759-776, August.
    58. Nathan Kallus & Miruna Oprescu, 2022. "Robust and Agnostic Learning of Conditional Distributional Treatment Effects," Papers 2205.11486, arXiv.org, revised Feb 2023.
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    60. Onur Altindag & Theodore J. Joyce & Julie A. Reeder, 2015. "Effects of Peer Counseling to Support Breastfeeding: Assessing the External Validity of a Randomized Field Experiment," NBER Working Papers 21013, National Bureau of Economic Research, Inc.
    61. Zongwu Cai & Ying Fang & Ming Lin & Shengfang Tang, 2020. "Inferences for Partially Conditional Quantile Treatment Effect Model," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202005, University of Kansas, Department of Economics, revised Feb 2020.
    62. Brigham R. Frandsen & Lars J. Lefgren, 2021. "Partial identification of the distribution of treatment effects with an application to the Knowledge is Power Program (KIPP)," Quantitative Economics, Econometric Society, vol. 12(1), pages 143-171, January.
    63. Julius Owusu, 2024. "A Nonparametric Test of Heterogeneous Treatment Effects under Interference," Papers 2410.00733, arXiv.org.
    64. Susan Athey & Guido Imbens, 2015. "Recursive Partitioning for Heterogeneous Causal Effects," Papers 1504.01132, arXiv.org, revised Dec 2015.
    65. 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.
    66. 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.
    67. Edward Feser, 2013. "Isserman’s Impact," International Regional Science Review, , vol. 36(1), pages 44-68, January.

  62. Lemieux, Thomas & Imbens, Guido, 2008. "The Regression Discontinuity Design — Theory and Applications," Scholarly Articles 3043411, Harvard University Department of Economics.

    Cited by:

    1. 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.
    2. 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).
    3. 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.
    4. 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.
    5. Bartalotti, Otávio, 2018. "Regression Discontinuity and Heteroskedasticity Robust Standard Errors: Evidence from a Fixed-Bandwidth Approximation," ISU General Staff Papers 201802010800001586, Iowa State University, Department of Economics.
    6. 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.
    7. 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).
    8. 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.
    9. Hymel, Kent, 2014. "Do parking fees affect retail sales? Evidence from Starbucks," Economics of Transportation, Elsevier, vol. 3(3), pages 221-233.
    10. 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.
    11. 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.
    12. Meng, Xin & Yu, Yanni, 2023. "Does the Russia-Ukraine conflict affect gasoline prices?," Energy Economics, Elsevier, vol. 128(C).

  63. Guido Imbens, 2007. "Estimating average treatment effects in Stata," West Coast Stata Users' Group Meetings 2007 18, Stata Users Group.

    Cited by:

    1. 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.
    2. 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.
    3. Pingping Wang & Wendong Zhang & Minghao Li & Yijun Han, 2019. "Does Fertilizer Education Program Increase the Technical Efficiency of Chemical Fertilizer Use? Evidence from Wheat Production in China," Sustainability, MDPI, vol. 11(2), pages 1-14, January.
    4. 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.
    5. 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.
    6. 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.
    7. 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.

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

    Cited by:

    1. Gabrielle Fack & Julien Grenet, 2015. "Improving College Access and Success for Low-Income Students: Evidence from a Large Need-Based Grant Program," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01155638, HAL.
    2. Malo, Miguel A. & Pagan, Ricardo, 2013. "Hiring Workers with Disabilities when a Quota Requirement Exists: The relevance of firm’s size," MPRA Paper 44277, University Library of Munich, Germany.
    3. Brachert, Matthias & Dettmann, Eva & Titze, Mirko, 2019. "The regional effects of a place-based policy – Causal evidence from Germany," Regional Science and Urban Economics, Elsevier, vol. 79(C).
    4. Massimiliano Ferraresi & Leonzio Rizzo & Alberto Zanardi, 2015. "Policy outcomes of single and double-ballot elections," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 22(6), pages 977-998, December.
    5. Hoang, Trung & Le, Duong & Nguyen, Ha & Vuong, Nguyen, 2019. "Labor Market Impacts and Responses: The Economic Consequences of a Marine Environmental Disaster," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 290963, Agricultural and Applied Economics Association.
    6. Andrew Dustan & Alain De janvry & Elisabeth Sadoulet, 2015. "Flourish or Fail? The Risky Reward of Elite High School Admission in Mexico City," Vanderbilt University Department of Economics Working Papers 15-00002, Vanderbilt University Department of Economics.
    7. Brown, John & Geoghegan, Jacqueline, 2011. "Spatially Delineated Public Goods and Spatially Located Public Bads: A Hedonic Approach to Measuring Urban Revitalization," Agricultural and Resource Economics Review, Cambridge University Press, vol. 40(3), pages 360-374, December.
    8. Sarah Brown & Daniel Gray & Alberto Montagnoli, 2018. "Credit Supply Shocks and Household Leverage: Evidence from the US Banking Deregulation," Working Papers 2018009, The University of Sheffield, Department of Economics.
    9. Chuard, Caroline, 2020. "Womb at work: The missing impact of maternal employment on newborn health," Journal of Health Economics, Elsevier, vol. 73(C).
    10. Filmer, Deon & Schady, Norbert, 2011. "Does more cash in conditional cash transfer programs always lead to larger impacts on school attendance?," Journal of Development Economics, Elsevier, vol. 96(1), pages 150-157, September.
    11. Quentin Lippmann, 2023. "Persistence of incumbents and female access to political positions," Post-Print hal-04103626, HAL.
    12. Jing You & Samuel Annim, 2014. "The Impact of Microcredit on Child Education: Quasi-experimental Evidence from Rural China," Journal of Development Studies, Taylor & Francis Journals, vol. 50(7), pages 926-948, July.
    13. Persson, Petra & Qiu, Xinyao & Rossin-Slater, Maya, 2021. "Family Spillover Effects of Marginal Diagnoses: The Case of ADHD," IZA Discussion Papers 14020, Institute of Labor Economics (IZA).
    14. Bart Cockx & Eva Van Belle, 2019. "Waiting longer before claiming, and activating youth: no point?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 40(4), pages 658-687, January.
    15. Akbulut-Yuksel, Mevlude & Boulatoff, Catherine, 2020. "The Effects of a Green Nudge on Municipal Solid Waste: Evidence from a Clear Bag Policy," IZA Discussion Papers 13925, Institute of Labor Economics (IZA).
    16. 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).
    17. Leonardo Becchetti & Massimo Ferrari, 2013. "The impact of the French Tobin tax," Econometica Working Papers wp47, Econometica.
    18. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    19. Maria K. Humlum & Jannie H.G. Kristoffersen & Rune Vejlin, 2012. "Timing of College Enrollment and Family Formation Decisions," Economics Working Papers 2012-01, Department of Economics and Business Economics, Aarhus University.
    20. Estrada, Ricardo & Gignoux, Jérémie, 2017. "Benefits to elite schools and the expected returns to education: Evidence from Mexico City," European Economic Review, Elsevier, vol. 95(C), pages 168-194.
    21. 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.
    22. Yörük, BarIs K. & Yörük, Ceren Ertan, 2011. "The impact of minimum legal drinking age laws on alcohol consumption, smoking, and marijuana use: Evidence from a regression discontinuity design using exact date of birth," Journal of Health Economics, Elsevier, vol. 30(4), pages 740-752, July.
    23. Ferreira, Fernando & Gyourko, Joseph, 2014. "Does gender matter for political leadership? The case of U.S. mayors," Journal of Public Economics, Elsevier, vol. 112(C), pages 24-39.
    24. Persson, Petra & Qiu, Xinyao & Rossin-Slater, Maya, 2021. "Family Spillover Effects of Marginal Diagnoses: The Case of ADHD," CEPR Discussion Papers 15660, C.E.P.R. Discussion Papers.
    25. 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.
    26. Maximilian von Ehrlich & Tobias Seidel, 2015. "The persistent effects of place-based policy: Evidence from the West-German Zonenrandgebiet," Diskussionsschriften dp1506, Universitaet Bern, Departement Volkswirtschaft.
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    3. 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.
    4. 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.
    5. 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.
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    7. Brown, Alessio J. G. & Köttl, Johannes, 2012. "Active labor market programs employment gain or fiscal drain?," Kiel Working Papers 1785, Kiel Institute for the World Economy (IfW Kiel).
    8. 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.
    9. 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.
    10. Maitra, Pushkar & Mani, Subha, 2014. "Learning and Earning: Evidence from a Randomized Evaluation in India," IZA Discussion Papers 8552, Institute of Labor Economics (IZA).
    11. 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.
    12. 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.
    13. 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.
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    22. 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, April.
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    35. Hassan Molana & Catia Montagna & George E. Onwordi, 2021. "De-Globalization, Welfare State Reforms and Labor Market Outcomes," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 69(4), pages 624-655, December.
    36. Mueser, Peter R. & Troske, Kenneth & Gorislavsky, Alexey, 2003. "Using State Administrative Data to Measure Program Performance," IZA Discussion Papers 786, Institute of Labor Economics (IZA).
    37. Hämäläinen, Kari & Uusitalo, Roope & Vuori, Jukka, 2008. "Varying Biases in the Matching Estimates: Evidence from Two Randomized Job Search Training Experiments," Discussion Papers 438, VATT Institute for Economic Research.
    38. 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.
    39. 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.
    40. Peter R. Mueser & Carolyn J. Heinrich & Kenneth R. Troske & Kyung-Seong Jeon & Daver C. Kahvecioglu, 2010. "New Estimates of Public Employment and Training Program Net Impacts: A Nonexperimental Evaluation of the Workforce Investment Act Program," Working Papers 1003, Department of Economics, University of Missouri.
    41. 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.
    42. Xinkun Nie & Guido Imbens & Stefan Wager, 2021. "Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations," Papers 2112.04723, arXiv.org.
    43. Dyke, Andrew & Heinrich, Carolyn J. & Mueser, Peter R. & Troske, Kenneth, 2005. "The Effects of Welfare-to-Work Program Activities on Labor Market Outcomes," IZA Discussion Papers 1520, Institute of Labor Economics (IZA).
    44. 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.
    45. 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.
    46. 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].
    47. 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.
    48. 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.
    49. 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.
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    65. 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.
    66. 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.
    67. 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.
    68. 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.
    69. 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.
    70. 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.
    71. 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.
    72. 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.
    73. 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.
    74. Jochen Kluve, 2014. "Youth labor market interventions," IZA World of Labor, Institute of Labor Economics (IZA), pages 106-106, December.

  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. 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.
    3. 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.
    4. 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.
    5. Schwartz, J., 2015. "Optimal unemployment insurance: When search takes effort and money," Labour Economics, Elsevier, vol. 36(C), pages 1-17.
    6. 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).
    7. 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.
    8. Stepan Jurajda, 1999. "Unemployment Outflow and Unemployment Insurance Taxes," CERGE-EI Working Papers wp143, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    9. Stefania Marcassa, 2013. "Unemployment Duration of Spouses: Evidence From France," Working Papers hal-00869323, HAL.
    10. 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.
    11. 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.
    12. Tatsiramos, K. & van Ours, J.C., 2012. "Labor Market Effects of Unemployment Insurance Design," Other publications TiSEM 0550ec64-1dd7-4fd8-a559-7, Tilburg University, School of Economics and Management.
    13. 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.
    14. Arne F. Lyshol & Plamen T. Nenov & Thea Wevelstad, 2021. "Duration Dependence and Labor Market Experience," LABOUR, CEIS, vol. 35(1), pages 105-134, March.
    15. 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.
    16. 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.
    17. 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.
    18. 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).
    19. 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.
    20. Kalwij, Adriaan, 2001. "Individuals' Unemployment Durations over the Business Cycle," IZA Discussion Papers 369, Institute of Labor Economics (IZA).
    21. 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.
    22. 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.
    23. 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.
    24. Knut Roed & Tao Zhang, 2003. "Does Unemployment Compensation Affect Unemployment Duration?," Economic Journal, Royal Economic Society, vol. 113(484), pages 190-206, January.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. Di Domenico, Lorenzo & Gahn, Santiago José & Romaniello, Davide, 2024. "Testing the Waters of Positive Hysteresis: The Effects of Autonomous Demand Shocks on Inflation, Accumulation, and Labor in the US Economy," Centro Sraffa Working Papers CSWP64, Centro di Ricerche e Documentazione "Piero Sraffa".
    31. 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.
    32. 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).
    33. Amparo Nagore García & Arthur Soest, 2017. "Unemployment Exits Before and During the Crisis," LABOUR, CEIS, vol. 31(4), pages 337-368, December.
    34. Conefrey, Thomas & McCarthy, Yvonne & Sherman, Martina, 2013. "Re-employment Probabilities for Unemployed Workers in Ireland," Economic Letters 06/EL/13, Central Bank of Ireland.
    35. 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.
    36. 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.
    37. 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. Christopher T. Conlon & Julie Holland Mortimer, 2008. "Demand Estimation Under Incomplete Product Availability," NBER Working Papers 14315, National Bureau of Economic Research, Inc.
    2. Haoge Chang & Yusuke Narita & Kota Saito, 2022. "Approximating Choice Data by Discrete Choice Models," Papers 2205.01882, arXiv.org, revised Dec 2023.
    3. 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.
    4. Eric Gautier & Yuichi Kitamura, 2011. "Nonparametric estimation in random coefficients binary choice models," Working Papers hal-00403939, HAL.
    5. Steven T. Berry & Philip A. Haile, 2014. "Identification in Differentiated Products Markets Using Market Level Data," Econometrica, Econometric Society, vol. 82(5), pages 1749-1797, September.
    6. 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.
    7. 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.
    8. 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.
    9. Rob Donnelly & Francisco R. Ruiz & David Blei & Susan Athey, 2019. "Counterfactual Inference for Consumer Choice Across Many Product Categories," Papers 1906.02635, arXiv.org, revised Aug 2023.
    10. Steven Berry & Philip Haile, 2016. "Identification in Differentiated Products Markets," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 27-52, October.
    11. 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.
    12. 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).
    13. 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.
    14. 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.

  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. 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. 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.
    5. Vafa, Keyon & Athey, Susan & Blei, David M., 2024. "Estimating Wage Disparities Using Foundation Models," Research Papers 4206, Stanford University, Graduate School of Business.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. Deininger, Klaus & Liu, Yanyan, 2009. "Longer-term economic impacts of self-help groups in india," Policy Research Working Paper Series 4886, The World Bank.
    14. 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.
    15. Deininger, Klaus & Liu, Yanyan, 2009. "Economic and social impacts of self-help groups in India," Policy Research Working Paper Series 4884, The World Bank.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. Blättler, Kevin & Wallimann, Hannes & von Arx, Widar, 2024. "Free public transport to the destination: A causal analysis of tourists’ travel mode choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 187(C).
    21. 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.
    22. 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).
    23. 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.
    24. Guido Imbens & Yiqing Xu, 2024. "LaLonde (1986) after Nearly Four Decades: Lessons Learned," Papers 2406.00827, arXiv.org, revised Jun 2024.
    25. Stefano DellaVigna & Ethan Kaplan, 2006. "The Fox News Effect: Media Bias and Voting," NBER Working Papers 12169, National Bureau of Economic Research, Inc.
    26. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand," Working Papers 0608, University of Miami, Department of Economics.
    27. Zhao, Zhong, 2005. "Sensitivity of Propensity Score Methods to the Specifications," IZA Discussion Papers 1873, Institute of Labor Economics (IZA).
    28. de Brauw, Alan & Hoddinott, John F., 2008. "Must conditional cash transfer programs be conditioned to be effective?: The impact of conditioning transfers on school enrollment in Mexico," IFPRI discussion papers 757, International Food Policy Research Institute (IFPRI).
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. Shor, Boris & McCarty, Nolan, 2010. "The Ideological Mapping of American Legislatures," Papers 8-11-2010, Princeton University, Research Program in Political Economy.
    36. 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.
    37. 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).
    38. 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.
    39. 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.
    40. Foucault, Thierry & Themar, David & Sraer, David, 2008. "Individual investors and volatility," HEC Research Papers Series 899, HEC Paris.
    41. 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.
    42. Ravallion, Martin, 2012. "Can we trust shoestring evaluations ?," Policy Research Working Paper Series 5983, The World Bank.
    43. 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.
    44. 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.
    45. Kevin Lang & Russell Weinstein, 2012. "Evaluating Student Outcomes at For-Profit Colleges," NBER Working Papers 18201, National Bureau of Economic Research, Inc.
    46. 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.
    47. 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).
    48. 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.
    49. 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.
    50. 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.
    51. 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.
    52. 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.
    53. 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.
    54. 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.
    55. 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).
    56. 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.
    57. 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.
    58. 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.
    59. 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.
    60. 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.
    61. 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.
    62. 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.
    63. 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.
    64. 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.
    65. 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.
    66. 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).
    67. 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.
    68. Fahner, Gerald, 2012. "Estimating causal effects of credit decisions," International Journal of Forecasting, Elsevier, vol. 28(1), pages 248-260.
    69. Onur Baser, 2007. "Propensity Score Matching with Limited Overlap," Economics Bulletin, AccessEcon, vol. 9(8), pages 1-8.
    70. 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.
    71. 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.

  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. 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.
    6. Alejo, Javier & Galvao, Antonio F. & Montes-Rojas, Gabriel, 2018. "Quantile continuous treatment effects," Econometrics and Statistics, Elsevier, vol. 8(C), pages 13-36.
    7. Yanchun Jin, 2016. "Nonparametric tests for the effect of treatment on conditional variance," KIER Working Papers 948, Kyoto University, Institute of Economic Research.
    8. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
    9. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand," Working Papers 0608, University of Miami, Department of Economics.
    10. Toru Kitagawa & Chris Muris, 2013. "Covariate selection and model averaging in semiparametric estimation of treatment effects," CeMMAP working papers 61/13, Institute for Fiscal Studies.
    11. Deka, Manash Jyoti & Kamble, Akash Dilip & Das, Dudul & Sharma, Prabhakar & Ali, Shahadath & Kalita, Paragmoni & Bora, Bhaskor Jyoti & Kalita, Pankaj, 2024. "Enhancing the performance of a photovoltaic thermal system with phase change materials: Predictive modelling and evaluation using neural networks," Renewable Energy, Elsevier, vol. 224(C).
    12. Martin Huber & Michael Lechner & Conny Wunsch, 2010. "How to control for many covariates? Reliable estimators based on the propensity score," University of St. Gallen Department of Economics working paper series 2010 2010-30, Department of Economics, University of St. Gallen.
    13. Vera Chiodi & Gabriel Montes‐Rojas, 2022. "Mentoring as a dose treatment: Frequency matters—Evidence from a French mentoring programme," LABOUR, CEIS, vol. 36(2), pages 145-166, June.
    14. Chen, Xiaohong, 2007. "Large Sample Sieve Estimation of Semi-Nonparametric Models," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 76, Elsevier.
    15. Michael Lechner & Blaise Melly, 2010. "Partial Idendification of Wage Effects of Training Programs," Working Papers 2010-8, Brown University, Department of Economics.
    16. 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.
    17. 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.
    18. Gilligan, Daniel O. & Hoddinott, John F. & Roy, Shalini & de Brauw, Alan, 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).
    19. Lechner, Michael & Melly, Blaise, 2007. "Earnings Effects of Training Programs," CEPR Discussion Papers 6400, C.E.P.R. Discussion Papers.
    20. 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.
    21. 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).
    22. Millimet, Daniel L. & Tchernis, Rusty, 2009. "On the Specification of Propensity Scores, With Applications to the Analysis of Trade Policies," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(3), pages 397-415.
    23. 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.
    24. Alex Karagrigoriou & George-Jason Siouris & Despoina Skilogianni, 2019. "Adjusted Evaluation Measures for Asymmetrically Important Data," Econometric Research in Finance, SGH Warsaw School of Economics, Collegium of Economic Analysis, vol. 4(1), pages 41-66, June.
    25. 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.

  71. Whitney Newey & Guido Imbens, 2004. "Identification and Estimation of Triangular Simultaneous Equations Models without Additivity," Econometric Society 2004 North American Summer Meetings 594, Econometric Society.

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    1. Romuald Meango & Esther Mirjam Girsberger, 2023. "Just Ask Them Twice: Choice Probabilities and Identification of Ex ante returns and Willingness-To-Pay," Papers 2303.03009, arXiv.org, revised May 2025.
    2. Victor Aguirregabiria, 2006. "Another Look at the Identification of Dynamic Discrete Decision Processes: With an Application to Retirement Behavior," 2006 Meeting Papers 169, Society for Economic Dynamics.
    3. Whitney K. Newey & Sami Stouli, 2025. "Identification of treatment effects under limited exogenous variation," CeMMAP working papers 06/25, Institute for Fiscal Studies.
    4. 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.
    5. Stefan Hoderlein & Yuya Sasaki, 2013. "Outcome Conditioned Treatment Effects," Boston College Working Papers in Economics 840, Boston College Department of Economics.
    6. Centorrino, Samuele & Pérez-Urdiales, María, 2023. "Maximum likelihood estimation of stochastic frontier models with endogeneity," Journal of Econometrics, Elsevier, vol. 234(1), pages 82-105.
    7. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    8. 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.
    9. Karim Chalak & Halbert White, 2011. "Viewpoint: An extended class of instrumental variables for the estimation of causal effects," Canadian Journal of Economics, Canadian Economics Association, vol. 44(1), pages 1-51, February.
    10. 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.
    11. Sam Cosaert & Thomas Demuynck, 2018. "Nonparametric welfare and demand analysis with unobserved individual heterogeneity," ULB Institutional Repository 2013/251988, ULB -- Universite Libre de Bruxelles.
    12. Dmitry Arkhangelsky, 2019. "Dealing with a Technological Bias: The Difference-in-Difference Approach," Working Papers wp2019_1903, CEMFI.
    13. 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.
    14. Jun, Sung Jae & Pinkse, Joris & Xu, Haiqing, 2011. "Tighter bounds in triangular systems," Journal of Econometrics, Elsevier, vol. 161(2), pages 122-128, April.
    15. 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.
    16. Victor Chernozhukov & Ivan Fernandez-Val & Whitney K. Newey & Sami Stouli & Francis Vella, 2017. "Semiparametric estimation of structural functions in nonseparable triangular models," CeMMAP working papers CWP48/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    17. Sasaki, Yuya, 2015. "What Do Quantile Regressions Identify For General Structural Functions?," Econometric Theory, Cambridge University Press, vol. 31(5), pages 1102-1116, October.
    18. Ismael Mourifie & Yuanyuan Wan, 2014. "Testing Local Average Treatment Effect Assumptions," Working Papers tecipa-514, University of Toronto, Department of Economics.
    19. Gunsilius, Florian F., 2023. "A condition for the identification of multivariate models with binary instruments," Journal of Econometrics, Elsevier, vol. 235(1), pages 220-238.
    20. Bruneel-Zupanc, Christophe Alain, 2021. "Discrete-Continuous Dynamic Choice Models: Identification and Conditional Choice Probability Estimation," TSE Working Papers 21-1185, Toulouse School of Economics (TSE).
    21. Matthew A. Masten & Alexandre Poirier, 2018. "Interpreting Quantile Independence," Papers 1804.10957, arXiv.org.
    22. Iván Fernández‐Val & Aico van Vuuren & Francis Vella & Franco Peracchi, 2024. "Hours worked and the US distribution of real annual earnings 1976–2019," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(4), pages 659-678, June.
    23. Hahn, Jinyong & Liao, Zhipeng & Ridder, Geert & Shi, Ruoyao, 2023. "The influence function of semiparametric two-step estimators with estimated control variables," Economics Letters, Elsevier, vol. 231(C).
    24. William Liu, 2023. "A Theory Guide to Using Control Functions to Instrument Hazard Models," Papers 2312.03165, arXiv.org.
    25. Kato, Kengo & F. Galvao, Antonio & Montes-Rojas, Gabriel V., 2012. "Asymptotics for panel quantile regression models with individual effects," Journal of Econometrics, Elsevier, vol. 170(1), pages 76-91.
    26. 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.
    27. Fernandez-Val , Ivan & van Vuuren, Aico & Vella, Francis, 2018. "Nonseparable Sample Selection Models with Censored Selection Rules," Working Papers in Economics 716, University of Gothenburg, Department of Economics.
    28. Giuseppe De Luca & Franco Peracchi, 2010. "Estimating Engel curves under unit and item nonresponse," EIEF Working Papers Series 1004, Einaudi Institute for Economics and Finance (EIEF), revised Nov 2010.
    29. Teresa D. Harrison & Daniel J. Henderson & Deniz Ozabaci & Christopher A. Laincz, 2023. "Does one size fit all in the non‐profit donation production function?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(2), pages 373-402, April.
    30. Steven N. Durlauf & Yannis M. Ioannides, 2009. "Social Interactions," Discussion Papers Series, Department of Economics, Tufts University 0739, Department of Economics, Tufts University.
    31. 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.
    32. Gautier, Pieter A. & Vuuren, Aico van, 2019. "The effect of land lease on house prices," Journal of Housing Economics, Elsevier, vol. 46(C).
    33. Stefan Hoderlein & Hajo Holzmann & Alexander Meister, 2015. "The triangular model with random coefficients," CeMMAP working papers CWP33/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    34. Grigory Franguridi & Bulat Gafarov & Kaspar Wuthrich, 2020. "Bias correction for quantile regression estimators," Papers 2011.03073, arXiv.org, revised Feb 2025.
    35. Gu, Jiaying & Russell, Thomas M., 2023. "Partial identification in nonseparable binary response models with endogenous regressors," Journal of Econometrics, Elsevier, vol. 235(2), pages 528-562.
    36. Qingliang Fan & Zijian Guo & Ziwei Mei & Cun-Hui Zhang, 2023. "Inference for Nonlinear Endogenous Treatment Effects Accounting for High-Dimensional Covariate Complexity," Papers 2310.08063, arXiv.org, revised Jun 2024.
    37. Wei Zhao & David M. Kaplan, 2023. "Conditions for Extrapolating Differences in Consumption to Differences in Welfare," Working Papers 2307, Department of Economics, University of Missouri.
    38. Richard Blundell & Joel L. Horowitz & Matthias Parey, 2013. "Nonparametric estimation of a heterogeneous demand function under the Slutsky inequality restriction," CeMMAP working papers 54/13, Institute for Fiscal Studies.
    39. Xin Liu, 2024. "A quantile-based nonadditive fixed effects model," Papers 2405.03826, arXiv.org.
    40. Hoderlein, Stefan & Su, Liangjun & White, Halbert & Yang, Thomas Tao, 2016. "Testing for monotonicity in unobservables under unconfoundedness," Journal of Econometrics, Elsevier, vol. 193(1), pages 183-202.
    41. Bryan S. Graham & Jinyong Hahn & Alexandre Poirier & James L. Powell, 2016. "A quantile correlated random coefficients panel data model," CeMMAP working papers 34/16, Institute for Fiscal Studies.
    42. 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.
    43. Hoderlein, Stefan & White, Halbert, 2012. "Nonparametric identification in nonseparable panel data models with generalized fixed effects," Journal of Econometrics, Elsevier, vol. 168(2), pages 300-314.
    44. 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.
    45. David Jacho-Chavez & Arthur Lewbel & Oliver Linton, 2006. "Identification and Nonparametric Estimation of a Transformed Additively Separable Model," Boston College Working Papers in Economics 652, Boston College Department of Economics, revised 26 Nov 2008.
    46. Halbert White & Karim Chalak, 2010. "Testing a Conditional Form of Exogeneity," Boston College Working Papers in Economics 733, Boston College Department of Economics.
    47. Manuel Arellano & Richard Blundell & Stéphane Bonhomme & Jack Light, 2024. "Heterogeneity of consumption responses to income shocks in the presence of nonlinear persistence," Post-Print hal-04536563, HAL.
    48. Santiago Pereda-Fernández, 2024. "Estimation of counterfactual distributions with a continuous endogenous treatment," Econometric Reviews, Taylor & Francis Journals, vol. 43(8), pages 595-637, September.
    49. Markus Frölich & Martin Huber, 2017. "Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(5), pages 1645-1666, November.
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    51. Jane Cooley Fruehwirth & Sriya Iyer & Anwen Zhang, 2019. "Religion and Depression in Adolescence," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1178-1209.
    52. Victor Chernozhukov & Ivan Fernandez-Val & Blaise Melly, 2012. "Inference on counterfactual distributions," CeMMAP working papers 05/12, Institute for Fiscal Studies.
    53. Bodory, Hugo & Huber, Martin, 2018. "The causalweight package for causal inference in R," FSES Working Papers 493, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    54. Chesher, Andrew, 2013. "Semiparametric Structural Models Of Binary Response: Shape Restrictions And Partial Identification," Econometric Theory, Cambridge University Press, vol. 29(2), pages 231-266, April.
    55. Jun, Sung Jae, 2008. "Weak identification robust tests in an instrumental quantile model," Journal of Econometrics, Elsevier, vol. 144(1), pages 118-138, May.
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    57. George Planiteros, 2022. "Reverse matching for ex-ante policy evaluation," DEOS Working Papers 2206, Athens University of Economics and Business.
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    60. Jorg Stoye & Yuichi Kitamura, 2017. "Nonparametric analysis of random utility models," CeMMAP working papers 56/17, Institute for Fiscal Studies.
    61. Andrew Chesher & Adam M. Rosen, 2021. "Counterfactual Worlds," Annals of Economics and Statistics, GENES, issue 142, pages 311-335.
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    63. Huber, Martin & Solovyeva, Anna, 2018. "Direct and indirect effects under sample selection and outcome attrition," FSES Working Papers 496, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    64. Stefan Hoderlein & Yuya Sasaki, 2011. "On the role of time in nonseparable panel data models," CeMMAP working papers CWP15/11, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
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    67. Steven F. Koch & Evelyn Thsehla, 2022. "The impact of diabetes on labour market outcomes," Development Southern Africa, Taylor & Francis Journals, vol. 39(3), pages 424-456, May.
    68. Whitney K. Newey & Sami Stouli, 2018. "Heterogenous coefficients, discrete instruments, and identification of treatment effects," CeMMAP working papers CWP66/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    69. Philip A. Haile & Yuichi Kitamura, 2018. "Unobserved Heterogeneity in Auctions," Cowles Foundation Discussion Papers 2141, Cowles Foundation for Research in Economics, Yale University.
    70. Richard Blundell & Dennis Kristensen & Rosa Matzkin, 2017. "Individual counterfactuals with multidimensional unobserved heterogeneity," CeMMAP working papers 60/17, Institute for Fiscal Studies.
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    72. Hoderlein, Stefan & Winter, Joachim, 2009. "Structural Measurement Errors in Nonseparable Models," Discussion Papers in Economics 9192, University of Munich, Department of Economics.
    73. Juan Carlos Escanciano & Telmo P'erez-Izquierdo, 2023. "Automatic Debiased Estimation with Machine Learning-Generated Regressors," Papers 2301.10643, arXiv.org, revised May 2025.
    74. Matzkin, Rosa L., 2016. "On independence conditions in nonseparable models: Observable and unobservable instruments," Journal of Econometrics, Elsevier, vol. 191(2), pages 302-311.
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    114. 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.
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    12. Brent Kreider & John V. Pepper & Craig Gundersen & Dean Jolliffe, 2012. "Identifying the Effects of SNAP (Food Stamps) on Child Health Outcomes When Participation Is Endogenous and Misreported," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(499), pages 958-975, September.
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    18. Andrew Chesher, 2003. "Nonparametric identification under discrete variation," CeMMAP working papers CWP19/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
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    48. Timothy J. Halliday, 2010. "Mismeasured Household Size and its Implications for the Identification of Economies of Scale," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(2), pages 246-262, April.
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    51. Luc Bissonnette & J. de Bresser, 2015. "Eliciting Subjective Survival Curves: Lessons from Partial Identification," Cahiers de recherche 1503, Chaire de recherche Industrielle Alliance sur les enjeux économiques des changements démographiques.
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    55. Daisuke Ikeda & Shangshang Li & Sophocles Mavroeidis & Francesco Zanetti, 2022. "Testing the Effectiveness of Unconventional Monetary Policy in Japan and the United States," CAMA Working Papers 2022-68, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    56. Gilbert Peter B. & Blette Bryan S. & Hudgens Michael G. & Shepherd Bryan E., 2020. "Post-randomization Biomarker Effect Modification Analysis in an HIV Vaccine Clinical Trial," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 54-69, January.
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    58. Jorg Stoye & Yuichi Kitamura, 2017. "Nonparametric analysis of random utility models," CeMMAP working papers 56/17, Institute for Fiscal Studies.
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    1087. Abbott, Joshua K. & Klaiber, H. Allen, 2011. "The Value Of Water As An Urban Club Good: A Matching Approach To Hoa-Provided Lakes," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103781, Agricultural and Applied Economics Association.
    1088. Amess, Kevin & Stiebale, Joel & Wright, Mike, 2016. "The impact of private equity on firms׳ patenting activity," European Economic Review, Elsevier, vol. 86(C), pages 147-160.
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    1094. Joseph Kopecky, 2024. "A Match Made in Maastricht: Estimating The Treatment Effect of the Euro On Trade," Open Economies Review, Springer, vol. 35(1), pages 159-187, February.
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    1106. Massimo Baldini & Daniele Pacifico & Federica Termini, 2015. "Imputation of missing expenditure information in standard household income surveys," Department of Economics 0049, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
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    1110. Xingchi Shen & Yueming Lucy Qiu & Pengfei Liu & Anand Patwardhan, 2022. "The Effect of Rebate and Loan Incentives on Residential Heat Pump Adoption: Evidence from North Carolina," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(3), pages 741-789, July.
    1111. Kwamivi Mawuli Gomado, 2024. "Distributional Effects of Structural Reforms in Developing Countries: Evidence from Financial Liberalization," Open Economies Review, Springer, vol. 35(5), pages 1051-1084, November.
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    6. Abay, Kibrom A. & Abate, Gashaw & Barrett, Christopher B. & Bernard, Tanguy, 2018. "Correlated Non-Classical Measurement Errors, ‘Second Best’ Policy Inference and the Inverse Size-Productivity Relationship in Agriculture," 2018 Annual Meeting, August 5-7, Washington, D.C. 274248, Agricultural and Applied Economics Association.
    7. Falk, Armin & Neuber, Thomas & Strack, Philipp, 2021. "Limited Self-Knowledge and Survey Response Behavior," IZA Discussion Papers 14526, Institute of Labor Economics (IZA).
    8. Susanne M. Schennach, 2012. "Measurement error in nonlinear models - a review," CeMMAP working papers 41/12, Institute for Fiscal Studies.
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  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. 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.
    2. 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.
    3. Lechner, Michael & Miquel, Ruth & Wunsch, Conny, 2005. "The curse and blessing of training the unemployed in a changing economy : the case of East Germany after unification," IAB-Discussion Paper 200514, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    4. 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.
    5. Wolfgang Ochel, 2004. "Welfare-to-Work Experiences with Specific Work-First Programmes in Selected Countries," CESifo Working Paper Series 1153, CESifo.
    6. Robert A. Moffitt, 2003. "The Role of Randomized Field Trials in Social Science Research: A Perspective from Evaluations of Reforms of Social Welfare Programs," NBER Technical Working Papers 0295, National Bureau of Economic Research, Inc.
    7. 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).
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    54. 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).
    55. 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.
    56. 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.
    57. 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].
    58. 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.
    59. 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.
    60. 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].

  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. 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.
    4. 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.
    5. Guido Imbens, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometric Society World Congress 2000 Contributed Papers 1166, Econometric Society.
    6. 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.
    7. 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.
    8. Robert A. Moffitt, 2003. "The Role of Randomized Field Trials in Social Science Research: A Perspective from Evaluations of Reforms of Social Welfare Programs," NBER Technical Working Papers 0295, National Bureau of Economic Research, Inc.
    9. Christopher Ferrall, 2002. "Estimation and Inference in Social Experiments," General Economics and Teaching 0209001, University Library of Munich, Germany.
    10. 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.
    11. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
    12. Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
    13. V. Joseph Hotz & Guido Imbens & Jacob Alex Klerman, 2001. "The Long-Term Gains from GAIN A Re-Analysis of the Impacts of the California GAIN Program," Working Papers DRU-2340, RAND Corporation.
    14. 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.
    15. 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.
    16. 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.
    17. Timothy B. Armstrong & Shu Shen, 2013. "Inference on Optimal Treatment Assignments," Cowles Foundation Discussion Papers 1927, Cowles Foundation for Research in Economics, Yale University.
    18. 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.
    19. 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.
    20. Rajeev Dehejia, 1999. "Program Evaluation as a Decision Problem," NBER Working Papers 6954, National Bureau of Economic Research, Inc.
    21. 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.
    22. Sarah Brown & Stephen Pudney, 2005. "Hours Constraints and In‐Work Poverty," Bulletin of Economic Research, Wiley Blackwell, vol. 57(3), pages 305-315, July.
    23. Mulugeta S. Kahsai & Randall Jackson, 2015. "Quasi-Experimental Methods an Annotated Bibliography," Working Papers Resource Document 2015-01, Regional Research Institute, West Virginia University.
    24. 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).
    25. 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.
    26. 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.
    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. Pizer, William & Imbens, Guido, 2000. "The Analysis of Randomized Experiments with Missing Data," RFF Working Paper Series dp-00-19, Resources for the Future.
    3. 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.
    4. 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.
    5. 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.
    6. Kearney, Melissa Schettini, 2005. "State lotteries and consumer behavior," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2269-2299, December.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Marianne Bertrand & Douglas Miller & Sendhil Mullainathan, 1999. "Public Policy and Extended Families: Evidence from South Africa," Working Papers 801, Princeton University, Department of Economics, Industrial Relations Section..
    12. 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.
    13. Marianne Bertrand & Sendhil Mullainathan & Douglas Miller, 2003. "Public Policy and Extended Families: Evidence from Pensions in South Africa," The World Bank Economic Review, World Bank, vol. 17(1), pages 27-50, June.
    14. Luisa Farinha, 2009. "Wealth effects on consumption in Portugal: a microeconometric approach," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    15. Purvi Sevak, 2002. "Wealth Shocks and Retirement Timing: Evidence from the Nineties," Working Papers wp027, University of Michigan, Michigan Retirement Research Center.
    16. Louis Kaplow, 2000. "A Framework for Assessing Estate and Gift Taxation," NBER Working Papers 7775, National Bureau of Economic Research, Inc.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. James M. Poterba, 2000. "Stock Market Wealth and Consumption," Journal of Economic Perspectives, American Economic Association, vol. 14(2), pages 99-118, Spring.
    22. Colombino, Ugo, 2014. "Five Crossroads on the Way to Basic Income: An Italian Tour," IZA Discussion Papers 8087, Institute of Labor Economics (IZA).
    23. 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.
    24. 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.
    25. 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.
    26. Courtney C. Coile, 2015. "Economic Determinants Of Workers’ Retirement Decisions," Journal of Economic Surveys, Wiley Blackwell, vol. 29(4), pages 830-853, September.
    27. Tao Gong, 2009. "Do Parental Transfers Reduce Youths' Incentives to Work?," LABOUR, CEIS, vol. 23(4), pages 653-676, December.

  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. Bhattacharya, Debopam, 2008. "Inference in panel data models under attrition caused by unobservables," Journal of Econometrics, Elsevier, vol. 144(2), pages 430-446, June.
    2. 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.
    3. 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.
    4. Chris Muris, 2020. "Efficient GMM Estimation with Incomplete Data," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 518-530, July.
    5. Heng Chen & Marie-Hélène Felt & Kim Huynh, 2014. "Retail Payment Innovations and Cash Usage: Accounting for Attrition Using Refreshment Samples," Staff Working Papers 14-27, Bank of Canada.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Bryan S. Graham & Cristine Campos de Xavier Pinto & Daniel Egel, 2011. "Efficient Estimation of Data Combination Models by the Method of Auxiliary-to-Study Tilting (AST)," NBER Working Papers 16928, National Bureau of Economic Research, Inc.
    11. Chadi, Adrian, 2021. "Identification of attrition bias using different types of panel refreshments," Economics Letters, Elsevier, vol. 201(C).
    12. 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.
    13. Das, J.W.M. & van Soest, A.H.O. & Toepoel, V., 2011. "Nonparametric tests of panel conditioning and attrition bias in panel surveys," Other publications TiSEM 76b0a827-e4b6-403d-8465-a, Tilburg University, School of Economics and Management.
    14. 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.
    15. Masao Ogaki, 2016. "2015 Japanese Economic Association—Nakahara Prize," The Japanese Economic Review, Springer, vol. 67(1), pages 31-32, March.
    16. 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.
    17. 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," Other publications TiSEM 9407cc7a-23f1-49b9-990d-8, Tilburg University, School of Economics and Management.
    18. Bellégo, Christophe & Benatia, David & Dortet-Bernadet, Vincent, 2025. "The chained difference-in-differences," Journal of Econometrics, Elsevier, vol. 248(C).
    19. 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.
    20. 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.
    21. Esmerelda A. Ramalho & Richard Smith, 2003. "Discrete choice non-response," CeMMAP working papers 07/03, Institute for Fiscal Studies.
    22. Cheng, T. C. & Trivedi, P. K., 2014. "Attrition Bias in Panel Data: A Sheep in Wolf's Clothing? A Case Study Based on the MABEL Survey," Health, Econometrics and Data Group (HEDG) Working Papers 14/04, HEDG, c/o Department of Economics, University of York.
    23. 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.
    24. 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.
    25. 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.
    26. J. Fitzgerald & P. Gottschalk & R. Moffitt, "undated". "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Institute for Research on Poverty Discussion Papers 1156-98, University of Wisconsin Institute for Research on Poverty.
    27. Paul J. Devereux & Gautam Tripathi, 2008. "Optimally combining censored and uncensored datasets," Working Papers 200820, School of Economics, University College Dublin.
    28. 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.
    29. 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.
    30. Masao Ogaki, 2016. "Announcement," The Japanese Economic Review, Japanese Economic Association, vol. 67(1), pages 31-32, March.
    31. 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.
    32. 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.
    33. Inkmann, J., 2005. "Inverse Probability Weighted Generalised Empirical Likelihood Estimators : Firm Size and R&D Revisited," Other publications TiSEM c39cff1f-16c1-4446-a83f-c, Tilburg University, School of Economics and Management.
    34. 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.
    35. Breunig, Christoph, 2017. "Testing missing at random using instrumental variables," SFB 649 Discussion Papers 2017-007, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    36. 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.
    37. 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.
    38. Seik Kim, "undated". "Sample Attrition in the Presence of Population Attrition," Working Papers UWEC-2009-02, University of Washington, Department of Economics.
    39. Honggao Cao & Daniel H. Hill, 2005. "Active versus Passive Sample Attrition: The Health and Retirement Study," Econometrics 0505006, University Library of Munich, Germany.
    40. Aviv Nevo, 2001. "Using Weights to Adjust for Sample Selection When Auxiliary Information is Available," NBER Technical Working Papers 0275, National Bureau of Economic Research, Inc.
    41. 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.
    42. 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.
    43. 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.
    44. Breunig, Christoph, 2017. "Testing Missing At Random Using Instrumental Variables," Rationality and Competition Discussion Paper Series 59, CRC TRR 190 Rationality and Competition.
    45. Das, M., 2004. "Simple estimators for nonparametric panel data models with sample attrition," Journal of Econometrics, Elsevier, vol. 120(1), pages 159-180, May.
    46. Badi Baltagi & Seuck Song, 2006. "Unbalanced panel data: A survey," Statistical Papers, Springer, vol. 47(4), pages 493-523, October.
    47. 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.
    48. 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.
    49. Sasaki, Yuya, 2015. "Heterogeneity and selection in dynamic panel data," Journal of Econometrics, Elsevier, vol. 188(1), pages 236-249.
    50. d'Haultfoeuille, Xavier, 2010. "A new instrumental method for dealing with endogenous selection," Journal of Econometrics, Elsevier, vol. 154(1), pages 1-15, January.
    51. 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.
    52. Grigory Franguridi & Lidia Kosenkova, 2024. "Closed-form estimation and inference for panels with attrition and refreshment samples," Papers 2410.11263, arXiv.org.
    53. 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.
    54. John M. Abowd & Bruno Crepon & Francis Kramarz, 1997. "Moment Estimation with Attrition," NBER Technical Working Papers 0214, National Bureau of Economic Research, Inc.
    55. Anton Flossmann, 2010. "Accounting for missing data in M-estimation: a general matching approach," Empirical Economics, Springer, vol. 38(1), pages 85-117, February.
    56. 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).
    57. 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.
    58. Laurent Davezies & Xavier d'Haultfoeuille, 2013. "Endogenous Attrition in Panels," Working Papers 2013-17, Center for Research in Economics and Statistics.
    59. 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.
    60. 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).
    61. Yuehao Bai & Meng Hsuan Hsieh & Jizhou Liu & Max Tabord‐Meehan, 2024. "Revisiting the analysis of matched‐pair and stratified experiments in the presence of attrition," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(2), pages 256-268, March.
    62. 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.

  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. 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).
    4. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
    5. Alberto Abadie, 2000. "Semiparametric Estimation of Instrumental Variable Models for Causal Effects," NBER Technical Working Papers 0260, National Bureau of Economic Research, Inc.
    6. Denis Cogneau & Michael Grimm, 2007. "The Measurement Of Income Distribution Dynamics When Demographics Are Correlated With Income," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(2), pages 246-274, June.
    7. 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).
    8. 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).
    9. Dammert, Ana C., 2008. "Heterogeneous Impacts of Conditional Cash Transfers: Evidence from Nicaragua," IZA Discussion Papers 3653, Institute of Labor Economics (IZA).
    10. David McKenzie & Hillel Rapoport, 2010. "Self-Selection Patterns in Mexico-U.S. Migration: The Role of Migration Networks," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 811-821, November.
    11. 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.
    12. Schennach, Susanne M., 2008. "Quantile Regression With Mismeasured Covariates," Econometric Theory, Cambridge University Press, vol. 24(4), pages 1010-1043, August.
    13. Sergio Firpo, 2007. "Efficient Semiparametric Estimation of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 75(1), pages 259-276, January.
    14. 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.
    15. 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.
    16. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.

  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. 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.
    3. 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.
    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. Lv, Yang & Qin, Guoyou & Zhu, Zhongyi, 2024. "Population-level information for improving quantile regression efficiency," Statistics & Probability Letters, Elsevier, vol. 215(C).
    6. Guido Imbens, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometric Society World Congress 2000 Contributed Papers 1166, Econometric Society.
    7. 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.
    8. 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.
    9. 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.
    10. Yuichi Kitamura, 2006. "Empirical Likelihood Methods in Econometrics: Theory and Practice," CIRJE F-Series CIRJE-F-430, CIRJE, Faculty of Economics, University of Tokyo.
    11. 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.
    12. 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.
    13. 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.
    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. Bryan S. Graham & Cristine Campos de Xavier Pinto & Daniel Egel, 2011. "Efficient Estimation of Data Combination Models by the Method of Auxiliary-to-Study Tilting (AST)," NBER Working Papers 16928, National Bureau of Economic Research, Inc.
    16. Michael S. Rendall, 2007. "Book Review: Constrained Statistical Inference: Inequality, Order, and Shape Restrictions," Sociological Methods & Research, , vol. 35(3), pages 447-451, February.
    17. Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 2001. "Combining Panel Data Sets with Attrition and Refreshment Samples," Econometrica, Econometric Society, vol. 69(6), pages 1645-1659, November.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    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. Isaiah Andrews & Emily Oster, 2017. "A Simple Approximation for Evaluating External Validity Bias," NBER Working Papers 23826, National Bureau of Economic Research, Inc.
    24. J. Fitzgerald & P. Gottschalk & R. Moffitt, "undated". "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Institute for Research on Poverty Discussion Papers 1156-98, University of Wisconsin Institute for Research on Poverty.
    25. Paul J. Devereux & Gautam Tripathi, 2008. "Optimally combining censored and uncensored datasets," Working Papers 200820, School of Economics, University College Dublin.
    26. F Bravo, 2008. "Effcient M-estimators with auxiliary information," Discussion Papers 08/26, Department of Economics, University of York.
    27. Hirukawa, Masayuki & Prokhorov, Artem, 2018. "Consistent estimation of linear regression models using matched data," Journal of Econometrics, Elsevier, vol. 203(2), pages 344-358.
    28. 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.
    29. 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.
    30. Aviv Nevo, 2001. "Using Weights to Adjust for Sample Selection When Auxiliary Information is Available," NBER Technical Working Papers 0275, National Bureau of Economic Research, Inc.
    31. Elbers, Chris & Lanjouw, Jean O. & Lanjouw, Peter, 2002. "Micro-level estimation of welfare," Policy Research Working Paper Series 2911, The World Bank.
    32. 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.
    33. 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.
    34. Martin Jann & Martin Spiess, 2024. "Using External Information for More Precise Inferences in General Regression Models," Psychometrika, Springer;The Psychometric Society, vol. 89(2), pages 439-460, June.
    35. 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.
    36. 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.
    37. Golan, Amos, 2001. "A simultaneous estimation and variable selection rule," Journal of Econometrics, Elsevier, vol. 101(1), pages 165-193, March.
    38. 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.
    39. Sasaki, Yuya, 2015. "Heterogeneity and selection in dynamic panel data," Journal of Econometrics, Elsevier, vol. 188(1), pages 236-249.
    40. d'Haultfoeuille, Xavier, 2010. "A new instrumental method for dealing with endogenous selection," Journal of Econometrics, Elsevier, vol. 154(1), pages 1-15, January.
    41. 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.
    42. 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.
    43. 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.
    44. 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.
    45. 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.
    46. 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.
    47. Grigory Franguridi & Lidia Kosenkova, 2024. "Closed-form estimation and inference for panels with attrition and refreshment samples," Papers 2410.11263, arXiv.org.
    48. 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.
    49. Andreas Tryphonides, 2018. "Tilting Approximate Models," Papers 1805.10869, arXiv.org, revised Mar 2024.
    50. 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.
    51. John M. Abowd & Bruno Crepon & Francis Kramarz, 1997. "Moment Estimation with Attrition," NBER Technical Working Papers 0214, National Bureau of Economic Research, Inc.
    52. Nevo, Aviv, 2002. "Sample selection and information-theoretic alternatives to GMM," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 149-157, March.
    53. Seojeong Lee, 2018. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Empirical Likelihood Estimators," Papers 1806.00953, arXiv.org, revised Jun 2018.
    54. 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.
    55. Bayram, Deniz & Dayé, Modeste, 2014. "Asymptotic Properties of the Weighted Least Squares Estimator Under Moments Restriction," MPRA Paper 60465, University Library of Munich, Germany.
    56. 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.
    57. 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.
    58. 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.
    59. 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.
    60. Prokhorov, Artem & Schmidt, Peter, 2009. "GMM redundancy results for general missing data problems," Journal of Econometrics, Elsevier, vol. 151(1), pages 47-55, July.
    61. 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.
    62. 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. Alan B. Krueger & Mikael Lindahl, 2000. "Education for Growth: Why and For Whom?," NBER Working Papers 7591, National Bureau of Economic Research, Inc.
    4. 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.
    5. 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..
    6. 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.
    7. 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.
    8. 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.
    9. Rajeev Dehejia, 1999. "Program Evaluation as a Decision Problem," NBER Working Papers 6954, National Bureau of Economic Research, Inc.
    10. Edward E. Leamer, 2010. "Tantalus on the Road to Asymptopia," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 31-46, Spring.
    11. 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.
    12. Alan B. Krueger & Mikael Lindahl, 1999. "Education for Growth in Sweden and the World," NBER Working Papers 7190, 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 & Stefan Hoderlein & Hajo Holzmann & Whitney K. Newey, 2013. "Nonparametric identification in panels using quantiles," CeMMAP working papers 66/13, Institute for Fiscal Studies.
    3. 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.
    4. 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.
    5. Philippe Goulet Coulombe, 2020. "The Macroeconomy as a Random Forest," Papers 2006.12724, arXiv.org, revised Mar 2021.
    6. Vasilis Syrgkanis & Elie Tamer & Juba Ziani, 2017. "Inference on Auctions with Weak Assumptions on Information," Papers 1710.03830, arXiv.org, revised Mar 2018.
    7. van Dijk Herman K., 2024. "Challenges and Opportunities for Twenty First Century Bayesian Econometricians: A Personal View," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 28(2), pages 155-176, April.
    8. Kaplan, David M. & Zhuo, Longhao, 2021. "Frequentist properties of Bayesian inequality tests," Journal of Econometrics, Elsevier, vol. 221(1), pages 312-336.
    9. 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.
    10. Giuseppe Ragusa, 2007. "Bayesian Likelihoods for Moment Condition Models," Working Papers 060714, University of California-Irvine, Department of Economics.
    11. Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2013. "Program evaluation with high-dimensional data," CeMMAP working papers 57/13, Institute for Fiscal Studies.
    12. 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.
    13. 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).
    14. 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.
    15. Timothy Christensen & Hyungsik Roger Moon & Frank Schorfheide, 2022. "Optimal Decision Rules when Payoffs are Partially Identified," Papers 2204.11748, arXiv.org, revised May 2023.
    16. Victor Chernozhukov & Ivan Fernandez-Val & Amanda Kowalski, 2011. "Quantile Regression with Censoring and Endogeneity," Cowles Foundation Discussion Papers 1797, Cowles Foundation for Research in Economics, Yale University.
    17. Alexandre Belloni & Victor Chernozhukov & Denis Chetverikov & Ivan Fernandez-Val, 2016. "Conditional quantile processes based on series or many regressors," CeMMAP working papers 46/16, Institute for Fiscal Studies.
    18. 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.
    19. Khan, S. & Ponomareva, M. & Tamer, E., 2023. "Identification of dynamic binary response models," Journal of Econometrics, Elsevier, vol. 237(1).
    20. David M. Kaplan & Longhao Zhuo, 2018. "Frequentist size of Bayesian inequality tests," Working Papers 1802, Department of Economics, University of Missouri, revised 14 Jul 2019.
    21. 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.
    22. Sylvia Frühwirth-Schnatter & Martin Halla & Alexandra Posekany & Gerald J. Pruckner & Thomas Schober, 2014. "The Quantity and Quality of Children: A Semi-Parametric Bayesian IV Approach," Economics working papers 2014-03, Department of Economics, Johannes Kepler University Linz, Austria.
    23. Bryan S. Graham & Geert Ridder & Petra M. Thiemann & Gema Zamarro, 2020. "Teacher-to-Classroom Assignment and Student Achievement," NBER Working Papers 27543, National Bureau of Economic Research, Inc.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. David M. Kaplan, 2020. "sivqr: Smoothed IV quantile regression," Working Papers 2009, Department of Economics, University of Missouri.
    29. David M. Kaplan, 2023. "Smoothed instrumental variables quantile regression," Papers 2310.09013, arXiv.org.
    30. 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.
    31. Tony Lancaster & Sung Jae Jun, 2010. "Bayesian quantile regression methods," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(2), pages 287-307.
    32. 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.
    33. Jean-Pierre Dubé & Sanjog Misra, 2017. "Personalized Pricing and Consumer Welfare," NBER Working Papers 23775, National Bureau of Economic Research, Inc.
    34. 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.
    35. Christopher D. Walker, 2024. "Semiparametric Bayesian Inference for a Conditional Moment Equality Model," Papers 2410.16017, arXiv.org.
    36. 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.
    37. 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.
    38. Seojeong Lee, 2018. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Empirical Likelihood Estimators," Papers 1806.00953, arXiv.org, revised Jun 2018.
    39. 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.
    40. Christoph Breunig & Ruixuan Liu & Zhengfei Yu, 2024. "Semiparametric Bayesian Difference-in-Differences," Papers 2412.04605, arXiv.org, revised Dec 2024.
    41. Isaiah Andrews & Anna Mikusheva, 2022. "Optimal Decision Rules for Weak GMM," Econometrica, Econometric Society, vol. 90(2), pages 715-748, March.
    42. Christoph Breunig & Ruixuan Liu & Zhengfei Yu, 2022. "Double Robust Bayesian Inference on Average Treatment Effects," Papers 2211.16298, arXiv.org, revised Feb 2025.
    43. 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.
    44. Sung Jae Jun & Tony Lancaster, 2006. "Bayesian quantile regression," CeMMAP working papers CWP05/06, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    45. 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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Corts, Kenneth S., 1998. "Conduct parameters and the measurement of market power," Journal of Econometrics, Elsevier, vol. 88(2), pages 227-250, November.
    8. David Card, 2000. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," NBER Working Papers 7769, National Bureau of Economic Research, Inc.
    9. Behrman, Jere R., 1996. "Measuring the effectiveness of schooling policies in developing countries: Revisiting issues of methodology," Economics of Education Review, Elsevier, vol. 15(4), pages 345-364, October.

  90. Gary Chamberlain & Guido W. Imbens, 1995. "Semiparametric Applications of Bayesian Influence," Harvard Institute of Economic Research Working Papers 1716, Harvard - Institute of Economic Research.

    Cited by:

    1. Michele Campolieti, 2001. "Bayesian semiparametric estimation of discrete duration models: an application of the dirichlet process prior," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(1), pages 1-22.

  91. Joshua D. Angrist & Guido W. Imbens & Alan Krueger, 1995. "Jackknife Instrumental Variables Estimation," NBER Technical Working Papers 0172, National Bureau of Economic Research, Inc.

    Cited by:

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    2115. Bernhard Boockmann & Stephan L. Thomsen & Thomas Walter, 2014. "Intensifying the use of benefit sanctions: an effective tool to increase employment?," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-19, December.
    2116. Jürgen Maurer & Katherine M. Harris, 2016. "Learning to Trust Flu Shots: Quasi‐Experimental Evidence from the 2009 Swine Flu Pandemic," Health Economics, John Wiley & Sons, Ltd., vol. 25(9), pages 1148-1162, September.
    2117. Dhamija, Gaurav & Roychowdhury, Punarjit, 2018. "The impact of women's age at marriage on own and spousal labor market outcomes in India: causation or selection?," MPRA Paper 86686, University Library of Munich, Germany.
    2118. Aizawa, T.;, 2019. "Reviewing the Existing Evidence of the Conditional Cash Transfer in India through the Partial Identification Approach," Health, Econometrics and Data Group (HEDG) Working Papers 19/24, HEDG, c/o Department of Economics, University of York.
    2119. Meghan R. Busse & Duncan Simester & Florian Zettelmeyer, 2007. ""The Best Price You'll Ever Get" The 2005 Employee Discount Pricing Promotions in the U.S. Automobile Industry," NBER Working Papers 13140, National Bureau of Economic Research, Inc.
    2120. Hung-Han Lin, 2018. "Number of siblings and educational attainment: application of son preference," Applied Economics Letters, Taylor & Francis Journals, vol. 25(2), pages 83-86, January.
    2121. Amalia Miller, 2011. "The effects of motherhood timing on career path," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(3), pages 1071-1100, July.
    2122. Claudia Noack, 2021. "Sensitivity of LATE Estimates to Violations of the Monotonicity Assumption," Papers 2106.06421, arXiv.org.
    2123. Jesús M Artero & Cristina Borra & Rosario Gómez-Alvarez, 2020. "Education, inequality and use of digital collaborative platforms: The European case," The Economic and Labour Relations Review, , vol. 31(3), pages 364-382, September.
    2124. Schaubert, Marianna, 2018. "Behavioral Response of Non-Resident Parents to Child Support Obligations: Evidence From SOEP," EconStor Preprints 203675, ZBW - Leibniz Information Centre for Economics.
    2125. Maurer, J. & Harris, K.M., 2015. "Learning to trust flu shots: quasi-experimental evidence on the role of learning in influenza vaccination decisions from the 2009 influenza A/H1N1 (swine flu) pandemic," Health, Econometrics and Data Group (HEDG) Working Papers 15/19, HEDG, c/o Department of Economics, University of York.
    2126. Kasy Maximilian, 2009. "Semiparametrically Efficient Estimation of Conditional Instrumental Variables Parameters," The International Journal of Biostatistics, De Gruyter, vol. 5(1), pages 1-25, June.
    2127. Carlos A. Flores & Alfonso Flores-Lagunes, 2007. "Identification and Estimation of Casual Mechanisms and Net Effects of a Treatment," Working Papers 0706, University of Miami, Department of Economics.
    2128. Helena Skyt Nielsen & Nina Smith & Aycan Celikaksoy, 2007. "The Effect of Marriage on Education of Immigrants: Evidence from a Policy Reform Restricting Spouse Import," Economics Working Papers 2007-07, Department of Economics and Business Economics, Aarhus University.
    2129. Brandén, Gunnar, 2022. "Replacing student grants with loans. Evidence from a Swedish policy reform," Working Paper Series 2022:7, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    2130. 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.
    2131. Andrew M. Jones, 2007. "Identification of treatment effects in Health Economics," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1127-1131, November.
    2132. Haitian Xie, 2022. "Nonlinear and Nonseparable Structural Functions in Fuzzy Regression Discontinuity Designs," Papers 2204.08168, arXiv.org, revised Jul 2022.
    2133. Paul Goldsmith-Pinkham & Peter Hull & Michal Kolesár, 2021. "On Estimating Multiple Treatment Effects with Regression," Working Papers 2021-41, Princeton University. Economics Department..
    2134. Green, David A. & Warburton, William P., 2004. "Tightening a welfare system: the effects of benefit denial on future welfare receipt," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1471-1493, July.
    2135. Catalina Herrera Almanza & David E. Sahn, 2018. "Early Childbearing, School Attainment, and Cognitive Skills: Evidence From Madagascar," Demography, Springer;Population Association of America (PAA), vol. 55(2), pages 643-668, April.
    2136. Lamin Dibba & Manfred Zeller & Aliou Diagne, 2017. "The impact of new Rice for Africa (NERICA) adoption on household food security and health in the Gambia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(5), pages 929-944, October.
    2137. Bilo,Simon & Ajwad,Mohamed Ihsan & Alansari,Ebtesam & Alhumaidan,Lama & Alrashidi,Faleh M F E, 2021. "The Long Shadow of Short-Term Schooling Disruption : Analysis of Kuwait's Civil Service Payroll Data," Policy Research Working Paper Series 9641, The World Bank.
    2138. Barnes, Stephen & Joshi, Swarup & Terrell, Dek, 2023. "Disasters and health insurance: Evidence from Louisiana," Economic Modelling, Elsevier, vol. 128(C).
    2139. Davis, Lewis S. & Williamson, Claudia R., 2019. "Does individualism promote gender equality?," World Development, Elsevier, vol. 123(C), pages 1-1.
    2140. Hámori, Szilvia & Köllő, János, 2011. "Whose Children Gain from Starting School Later? Evidence from Hungary," IZA Discussion Papers 5539, Institute of Labor Economics (IZA).
    2141. Daniela Benavente, 2010. "Constraining and supporting effects of the multilateral trading system on U.S. unilateralism," IHEID Working Papers 09-2010, Economics Section, The Graduate Institute of International Studies.
    2142. Jackering, L. & Fongar, A. & Godecke, T. & Mbugua, M. & Njuguna, M. & Ogutu, S. & Wollni, M., 2018. "Communication Networks and the Adoption of Technologies: Evidence from a Randomized Experiment," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277540, International Association of Agricultural Economists.
    2143. Mir M. Ali & Aliaksandr Amialchuk & Francesco Renna, 2011. "Social Network and Weight Misperception among Adolescents," Southern Economic Journal, John Wiley & Sons, vol. 77(4), pages 827-842, April.
    2144. Albers, Thilo N. H. & Kersting, Felix & Kosse, Fabian, 2022. "Income Misperception and Populism," IZA Discussion Papers 15673, Institute of Labor Economics (IZA).
    2145. 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.
    2146. David G. Lugo‐Palacios & Patrick Bidulka & Stephen O’Neill & Orlagh Carroll & Anirban Basu & Amanda Adler & Karla DíazOrdaz & Andrew Briggs & Richard Grieve, 2025. "Going beyond randomised controlled trials to assess treatment effect heterogeneity across target populations," Health Economics, John Wiley & Sons, Ltd., vol. 34(1), pages 85-104, January.
    2147. L. Castell & P. Sillard, 2021. "Le traitement du biais de selection endogene dans les enquetes aupres des menages par modele de Heckman," Documents de Travail de l'Insee - INSEE Working Papers m2021-02, Institut National de la Statistique et des Etudes Economiques.
    2148. 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).
    2149. Ye, Hai-Jian & Huang, Zuhui & Chen, Shuai, 2023. "Air pollution and agricultural labor supply: Evidence from China," China Economic Review, Elsevier, vol. 82(C).
    2150. 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.
    2151. 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.
    2152. 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.
    2153. Neil Christy & A. E. Kowalski, 2024. "Starting Small: Prioritizing Safety over Efficacy in Randomized Experiments Using the Exact Finite Sample Likelihood," Papers 2407.18206, arXiv.org.

  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. Guido W. Imbens & Phillip Johnson & Richard H. Spady, 1995. "Information Theoretic Approaches to Inference in Moment Condition Models," Harvard Institute of Economic Research Working Papers 1736, Harvard - Institute of Economic Research.
    3. 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.
    4. Grendar, Marian & Judge, George G., 2006. "Large Deviations Theory and Empirical Estimator Choice," CUDARE Working Papers 25084, University of California, Berkeley, Department of Agricultural and Resource Economics.
    5. Nevo, Aviv, 2002. "Sample selection and information-theoretic alternatives to GMM," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 149-157, March.

  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. Doan, Tinh, 2011. "Labour market returns to higher education in Vietnam," Economics Discussion Papers 2011-4, Kiel Institute for the World Economy (IfW Kiel).
    2. 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).
    3. Daniel Miles, "undated". "Can we teach civic attitudes?," Studies on the Spanish Economy 225, FEDEA.
    4. 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.
    5. 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).
    6. 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).
    7. 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.
    8. Joshua D. Angrist & Stacey H. Chen & Brigham R. Frandsen, 2010. "Did Vietnam Veterans Get Sicker in the 1990s? The Complicated Effects of Military Service on Self-Reported Health," CEP Discussion Papers dp1041, Centre for Economic Performance, LSE.
    9. Islam, Asadul & Fausten, Dietrich, 2008. "Skilled Immigration and Wages in Australia," MPRA Paper 7138, University Library of Munich, Germany.
    10. 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.
    11. 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.
    12. van den Berg, Gerard, 2007. "An economic analysis of exclusion restrictions for instrumental variable estimation," Working Paper Series 2007:10, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    13. 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.
    14. David S. Lee, 2002. "Trimming for Bounds on Treatment Effects with Missing Outcomes," NBER Technical Working Papers 0277, National Bureau of Economic Research, Inc.
    15. 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.
    16. Pekkala, Sari, 1999. "Migration and individual earnings in Finland: a regional perspective," ERSA conference papers ersa99pa094, European Regional Science Association.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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).
    22. 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.
    23. Z, Griliches & Jacques Mairesse, 1997. "Production Functions : The Search for Identification," Working Papers 97-30, Center for Research in Economics and Statistics.
    24. Borjas, George J., 2004. "Food insecurity and public assistance," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1421-1443, July.
    25. 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).
    26. Arnaud Chevalier & Gauthier Lanot, 2004. "Monotonicity and the Roy Model," Manchester School, University of Manchester, vol. 72(4), pages 560-567, July.
    27. 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.
    28. Joshua D. Angrist, 2004. "Treatment effect heterogeneity in theory and practice," Economic Journal, Royal Economic Society, vol. 114(494), pages 52-83, March.
    29. 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.
    30. 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.
    31. Alan B. Krueger & Pei Zhu, 2003. "Another Look at the New York City School Voucher Experiment," NBER Working Papers 9418, National Bureau of Economic Research, Inc.
    32. 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.
    33. 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.
    34. 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.
    35. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
    36. 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).
    37. 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.
    38. Alberto Abadie, 2000. "Semiparametric Estimation of Instrumental Variable Models for Causal Effects," NBER Technical Working Papers 0260, National Bureau of Economic Research, Inc.
    39. 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.
    40. Edin, Per-Anders & Fredriksson, Peter & Åslund, Olof, 2000. "Ethnic Enclaves and the Economic Success of Immigrants - Evidence from a Natural Experiment," Working Paper Series 2000:21, Uppsala University, Department of Economics.
    41. 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).
    42. 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.
    43. 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.
    44. 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.
    45. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962, Elsevier.
    46. Michael J. Moore & James W. Hughes, 2000. "The Health Care Consequences of Smoking and its Regulation," NBER Working Papers 7979, National Bureau of Economic Research, Inc.
    47. 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.
    48. Winter-Ebmer, Rudolf, 2001. "Evaluating An Innovative Redundancy-Retraining Project: The Austrian Steel Foundation," CEPR Discussion Papers 2776, C.E.P.R. Discussion Papers.
    49. 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.
    50. Arthur Lewbel, 2007. "Estimation of Average Treatment Effects with Misclassification," Econometrica, Econometric Society, vol. 75(2), pages 537-551, March.
    51. Michael Kremer & Edward Miguel, 2004. "Worms: Education and health externalities in kenya," Natural Field Experiments 00288, The Field Experiments Website.
    52. 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.
    53. 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.
    54. 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.
    55. Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Technical Working Papers 0337, National Bureau of Economic Research, Inc.
    56. Matthias Almus, 2004. "Job creation through public start-up assistance?," Applied Economics, Taylor & Francis Journals, vol. 36(18), pages 2015-2024.
    57. 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.
    58. 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.
    59. Douglas Almond & Joseph J. Doyle, 2011. "After Midnight: A Regression Discontinuity Design in Length of Postpartum Hospital Stays," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 1-34, August.
    60. Andrietti, Vincenzo, 2004. "Pension choices and job mobility in the UK," UC3M Working papers. Economics we043713, Universidad Carlos III de Madrid. Departamento de Economía.
    61. McKenzie, David & Gibson, John & Stillman, Steven, 2006. "How Important Is Selection? Experimental vs. Non-Experimental Measures of the Income Gains from Migration," IZA Discussion Papers 2087, Institute of Labor Economics (IZA).
    62. 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.
    63. Alma Cohen & Rajeev Dehejia, 2003. "The Effect of Automobile Insurance and Accident Liability Laws in Traffic Fatalities," NBER Working Papers 9602, National Bureau of Economic Research, Inc.
    64. 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.
    65. Fersterer, Josef & Pischke, Jörn-Steffen & Winter-Ebmer, Rudolf, 2007. "Returns to Apprenticeship Training in Austria: Evidence from Failed Firms," Economics Series 215, Institute for Advanced Studies.
    66. 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.
    67. Bratti, Massimiliano & Felice, Giulia, 2009. "Exporting and Product Innovation at the Firm Level," MPRA Paper 18915, University Library of Munich, Germany.
    68. 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.
    69. 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.
    70. Robert Moffitt, 2007. "Estimating Marginal Returns to Higher Education in the UK," NBER Working Papers 13534, National Bureau of Economic Research, Inc.
    71. 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.
    72. 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.
    73. Vesa Kanniainen & Jenni Pääkkönen, 2010. "Do the catholic and protestant countries differ by their tax morale?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 37(3), pages 271-290, July.
    74. 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.
    75. Maria Arrazola & Jose de Hevia, 2006. "Gender Differentials in Returns to Education in Spain," Education Economics, Taylor & Francis Journals, vol. 14(4), pages 469-486.
    76. Daniel Parent, 2002. "The Causal Effect of High School Employment on Educational Attainment in Canada," CIRANO Working Papers 2002s-28, CIRANO.
    77. 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.
    78. 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.
    79. Steven Lehrer & Weili Ding, 2004. "Estimating Dynamic Treatment Effects from Project STAR," Econometric Society 2004 North American Summer Meetings 252, Econometric Society.
    80. 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.
    81. 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.
    82. Angelucci, Manuela & Attanasio, Orazio, 2006. "Estimating ATT Effects with Non-Experimental Data and Low Compliance," IZA Discussion Papers 2368, Institute of Labor Economics (IZA).
    83. 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.
    84. Jeffrey R. Kling, 2000. "Interpreting Instrumental Variables Estimates of the Returns to Schooling," NBER Working Papers 7989, National Bureau of Economic Research, Inc.
    85. 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.
    86. Siedler, Thomas, 2007. "Schooling and citizenship: evidence from compulsory schooling reforms," ISER Working Paper Series 2007-02, Institute for Social and Economic Research.
    87. 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).
    88. 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.
    89. Guillaume Wunsch, 2007. "Confounding and control," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 16(4), pages 97-120.
    90. 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.
    91. 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.
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    107. 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.
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    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. Piza, Caio & Portela Souza, André & 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).
    4. Huzeyfe Torun, 2016. "Ex-Ante Labor Market Effects of Compulsory Military Service," Working Papers 1622, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    5. Christopher Blattman, 2009. "Civil War: A Review of Fifty Years of Research," Working Papers id:2231, eSocialSciences.
    6. Nathan Kettlewell & Peter Siminski, 2022. "Optimal Model Selection in RDD and Related Settings Using Placebo Zones," Papers 2212.04043, arXiv.org.
    7. mouganie, pierre, 2014. "Conscription and the returns to education: Evidence from a regression discontinuity," MPRA Paper 62508, University Library of Munich, Germany, revised 10 Jan 2015.
    8. Fize, Etienne & Louis-Sidois, Charles, 2020. "Military service and political behavior: Evidence from France," European Economic Review, Elsevier, vol. 122(C).
    9. Giorgio Pietro, 2013. "Military conscription and university enrolment: evidence from Italy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(2), pages 619-644, April.
    10. Poutvaara, Panu & Wagener, Andreas, 2005. "To Draft or Not to Draft? Efficiency, Generational Incidence, and Political Economy of Military Conscription," IZA Discussion Papers 1559, Institute of Labor Economics (IZA).
    11. Keller, Katarina & Poutvaara, Panu & Wagener, Andreas, 2009. "Does Military Draft Discourage Enrollment in Higher Education? Evidence from OECD Countries," IZA Discussion Papers 4399, Institute of Labor Economics (IZA).
    12. Poutvaara, Panu & Wagener, Andreas, . "The political economy of conscription," Chapters in Economics,, University of Munich, Department of Economics.
    13. Bäckström, Peter & Hanes, Niklas, 2023. "The Impact of Peacekeeping on Post-Deployment Earnings for Swedish Veterans," Umeå Economic Studies 1010, Umeå University, Department of Economics.
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    23. Katarina Keller & Panu Poutvaara & Andreas Wagener, 2010. "Does a Military Draft Discourage Enrollment in Higher Education?," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 66(2), pages 97-120, June.
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    28. Aviad Tur-Sinai, 2020. "The effect of terror and economic sector in early career years on future career path," Empirical Economics, Springer, vol. 59(5), pages 2153-2184, November.
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    45. Bauer, Thomas K. & Bender, Stefan & Paloyo, Alfredo R. & Schmidt, Christoph M., 2009. "Evaluating the Labor-Market Effects of Compulsory Military Service," IZA Discussion Papers 4535, Institute of Labor Economics (IZA).
    46. Blattman, Christopher & Miguel, Edward, 2009. "Civil War," Center for International and Development Economics Research, Working Paper Series qt90n356hs, Center for International and Development Economics Research, Institute for Business and Economic Research, UC Berkeley.
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    54. Panu Poutvaara & Andreas Wagener, 2007. "Conscription: Economic costs and political allure," Economics of Peace and Security Journal, EPS Publishing, vol. 2(1), pages 6-15, January.
    55. 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.
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    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. 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. 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.
    4. 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).
    5. Contreras, Dante, 2002. "Vouchers, School Choice and the Access to Higher Education," Center Discussion Papers 28442, Yale University, Economic Growth Center.
    6. Mogstad, Magne & Wiswall, Matthew, 2010. "Linearity in Instrumental Variables Estimation: Problems and Solutions," IZA Discussion Papers 5216, Institute of Labor Economics (IZA).
    7. 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.
    8. 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.
    9. Emla Fitzsimons & Bansi Malde, 2014. "Empirically probing the quantity–quality model," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(1), pages 33-68, January.
    10. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," Working Papers 696, Princeton University, Department of Economics, Industrial Relations Section..
    11. Alberto Abadie, 2000. "Semiparametric Estimation of Instrumental Variable Models for Causal Effects," NBER Technical Working Papers 0260, National Bureau of Economic Research, Inc.
    12. 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.
    13. Bhalotra, Sonia R. & Clarke, Damian & Walther, Selma, 2022. "Women's Careers and Family Formation," IZA Discussion Papers 15639, Institute of Labor Economics (IZA).
    14. Thomas Lemieux & David Card, 2001. "Education, earnings, and the ‘Canadian G.I. Bill’," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 34(2), pages 313-344, May.
    15. Martin Nordin & Dan-Olof Rooth, 2007. "The Income Gap Between Natives and Second Generation Immigrants in Sweden: Is Skill the Explanation?," RF Berlin - CReAM Discussion Paper Series 0706, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    16. Denny, K.J. & Harmon, C.P., 2000. "Education Policy Reform and the Return to Schooling from Instrumental Variables," Papers 00/12, College Dublin, Department of Political Economy-.
    17. 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.
    18. Susan M. Dynarski, 1999. "Does Aid Matter? Measuring the Effect of Student Aid on College Attendance and Completion," NBER Working Papers 7422, National Bureau of Economic Research, Inc.
    19. Giovanni Cerulli, 2012. "Are R&D Subsidies Provided Optimally? Evidence from a Simulated Agency-Firm Stochastic Dynamic Game," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(1), pages 1-7.
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    30. Anna Piil Damm, 2006. "Ethnic Enclaves and Immigrant Labour Market Outcomes: Quasi-Experimental Evidence," RF Berlin - CReAM Discussion Paper Series 0607, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    31. 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.
    32. Angrist, Josh & Lavy, Victor & Schlosser, Analia, 2006. "New Evidence on the Causal Link between the Quantity and Quality of Children," CEPR Discussion Papers 5668, C.E.P.R. Discussion Papers.
    33. Joshua Angrist & Victor Lavy, 2002. "New Evidence on Classroom Computers and Pupil Learning," Economic Journal, Royal Economic Society, vol. 112(482), pages 735-765, October.
    34. 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.
    35. 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.
    36. Maluccio, John A., 1998. "Endogeneity of schooling in the wage function," FCND discussion papers 54, International Food Policy Research Institute (IFPRI).
    37. Lewbel, Arthur, 2007. "Endogenous selection or treatment model estimation," Journal of Econometrics, Elsevier, vol. 141(2), pages 777-806, December.
    38. 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.
    39. 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.
    40. Myoung-Jae Lee, 2004. "Selection correction and sensitivity analysis for ordered treatment effect on count response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(3), pages 323-337.
    41. 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.
    42. 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).
    43. 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.

  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.

    Cited by:

    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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Sung Jae Jun & Sokbae Lee, 2020. "Causal Inference under Outcome-Based Sampling with Monotonicity Assumptions," Papers 2004.08318, arXiv.org, revised Oct 2023.
    8. 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..
    9. 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.
    10. Carvalho, Leandro S. & Soares, Rodrigo R., 2016. "Living on the edge: Youth entry, career and exit in drug-selling gangs," Journal of Economic Behavior & Organization, Elsevier, vol. 121(C), pages 77-98.
    11. Lancaster, Tony, 1997. "Bayes WESML Posterior inference from choice-based samples," Journal of Econometrics, Elsevier, vol. 79(2), pages 291-303, August.
    12. Erard Brian, 2022. "Modeling Qualitative Outcomes by Supplementing Participant Data with General Population Data: A New and More Versatile Approach," Journal of Econometric Methods, De Gruyter, vol. 11(1), pages 35-53, January.
    13. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    14. 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.
    15. Esmerelda A. Ramalho & Richard Smith, 2003. "Discrete choice non-response," CeMMAP working papers 07/03, Institute for Fiscal Studies.
    16. 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.
    17. Erard, Brian & Langetieg, Patrick & Payne, Mark & Plumley, Alan, 2020. "Ghosts in the Income Tax Machinery," MPRA Paper 100036, University Library of Munich, Germany.
    18. 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.
    19. Amanda Coston & Edward H. Kennedy, 2022. "The role of the geometric mean in case-control studies," Papers 2207.09016, arXiv.org.
    20. 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.
    21. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    22. Erard, Brian, 2017. "Modeling Qualitative Outcomes by Supplementing Participant Data with General Population Data: A Calibrated Qualitative Response Estimation Approach," MPRA Paper 79927, University Library of Munich, Germany.
    23. 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.
    24. Ramalho, Esmeralda A., 2007. "Binary models with misclassification in the variable of interest and nonignorable nonresponse," Economics Letters, Elsevier, vol. 96(1), pages 70-76, July.
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    27. 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).
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    29. 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.
    30. 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.
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    32. 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.
    33. Jing Qin & Denis H. Y. Leung, 2005. "A Semiparametric Two-Component “Compound” Mixture Model and Its Application to Estimating Malaria Attributable Fractions," Biometrics, The International Biometric Society, vol. 61(2), pages 456-464, June.
    34. Bruce Meyer & Nikolas Mittag, 2014. "Misclassification in Binary Choice Models," NBER Working Papers 20509, National Bureau of Economic Research, Inc.

  100. Imbens, G.W., 1991. "An Efficient Method Of Moments Estimator For Discrete Choice Models With Choice-Based Sampling," Harvard Institute of Economic Research Working Papers 1546, 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. 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.
    3. 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.
    4. Esmeralda Ramalho, 2004. "Covariate Measurement Error in Endogenous Stratified Samples," Economics Working Papers 2_2004, University of Évora, Department of Economics (Portugal).
    5. Yuya Sasaki & Takuya Ura & Yichong Zhang, 2020. "Unconditional Quantile Regression with High Dimensional Data," Papers 2007.13659, arXiv.org, revised Feb 2022.
    6. 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.
    7. Deschamps, P.J., 1990. "Joint Tests For Regularity And Autocorrelation In Allocation Systems," Papers 9042, Tilburg - Center for Economic Research.
    8. Robert Rosenman & Scott Goates & Laura Hill, 2012. "Participation in universal prevention programmes," Applied Economics, Taylor & Francis Journals, vol. 44(2), pages 219-228, January.
    9. Guoxiang Ding & Morton E O'Kelly, 2008. "Choice-Based Estimation of Alonso's Theory of Movement: Methods and Experiments," Environment and Planning A, , vol. 40(5), pages 1076-1089, May.
    10. Sung Jae Jun & Sokbae Lee, 2020. "Causal Inference under Outcome-Based Sampling with Monotonicity Assumptions," Papers 2004.08318, arXiv.org, revised Oct 2023.
    11. Koichi Kuriyama & James Hilger & Michael Hanemann, 2013. "A Random Parameter Model with Onsite Sampling for Recreation Site Choice: An Application to Southern California Shoreline Sportfishing," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 56(4), pages 481-497, December.
    12. König, Heinz & Lechner, Michael, 1994. "Some recent developments in microeconometrics: A survey," ZEW Discussion Papers 94-12, ZEW - Leibniz Centre for European Economic Research.
    13. Janet Currie & Matthew Neidell, 2005. "Air Pollution and Infant Health: What Can We Learn from California's Recent Experience?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1003-1030.
    14. Robert M. de Jong & Tiemen Woutersen, 2007. "Dynamic time series binary choice," Economics Working Paper Archive 538, The Johns Hopkins University,Department of Economics.
    15. 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.
    16. Lucas Girard & Yannick Guyonvarch, 2024. "Bridging Methodologies: Angrist and Imbens' Contributions to Causal Identification," Papers 2402.13023, arXiv.org.
    17. Wang, C. Y. & Wang, Suojin & Carroll, R. J., 1997. "Estimation in choice-based sampling with measurement error and bootstrap analysis," Journal of Econometrics, Elsevier, vol. 77(1), pages 65-86, March.
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    19. Lancaster, Tony, 1997. "Bayes WESML Posterior inference from choice-based samples," Journal of Econometrics, Elsevier, vol. 79(2), pages 291-303, August.
    20. Erard Brian, 2022. "Modeling Qualitative Outcomes by Supplementing Participant Data with General Population Data: A New and More Versatile Approach," Journal of Econometric Methods, De Gruyter, vol. 11(1), pages 35-53, January.
    21. 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.
    22. Imbens, G. & Lancaster, T., 1991. "Efficient Estimation and Stratified Sampling," Papers 9145, Tilburg - Center for Economic Research.
    23. Imbens, G.W. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Discussion Paper 1993-7, Tilburg University, Center for Economic Research.
    24. 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).
    25. Esmerelda A. Ramalho & Richard Smith, 2003. "Discrete choice non-response," CeMMAP working papers 07/03, Institute for Fiscal Studies.
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    31. Fershtman, C. & de Zeeuw, A.J., 1993. "Capital accumulation and entry deterrence : A clarifying note," Other publications TiSEM 8c7c65ba-40e5-42a4-96af-0, Tilburg University, School of Economics and Management.
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    34. 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.
    35. 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.
    36. 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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    38. Tripathi, Gautam, 2011. "Generalized method of moments (GMM) based inference with stratified samples when the aggregate shares are known," Journal of Econometrics, Elsevier, vol. 165(2), pages 258-265.
    39. Pasiouras, Fotios & Gaganis, Chrysovalantis & Zopounidis, Constantin, 2010. "Multicriteria classification models for the identification of targets and acquirers in the Asian banking sector," European Journal of Operational Research, Elsevier, vol. 204(2), pages 328-335, July.
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    44. Pasiouras, Fotios & Tanna, Sailesh & Zopounidis, Constantin, 2007. "The identification of acquisition targets in the EU banking industry: An application of multicriteria approaches," International Review of Financial Analysis, Elsevier, vol. 16(3), pages 262-281.
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    48. 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.
    49. Tawei Wang & Karthik N. Kannan & Jackie Rees Ulmer, 2013. "The Association Between the Disclosure and the Realization of Information Security Risk Factors," Information Systems Research, INFORMS, vol. 24(2), pages 201-218, June.
    50. Katsafados, Apostolos G. & Androutsopoulos, Ion & Chalkidis, Ilias & Fergadiotis, Manos & Leledakis, George N. & Pyrgiotakis, Emmanouil G., 2020. "Textual Information and IPO Underpricing: A Machine Learning Approach," MPRA Paper 103813, University Library of Munich, Germany.
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    57. Chrysovalantis Gaganis, 2009. "Classification techniques for the identification of falsified financial statements: a comparative analysis," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 16(3), pages 207-229, July.
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    60. Gonzalez, Pedro & Vasconcellos, Geraldo M. & Kish, Richard J., 1998. "Cross-border mergers and acquisitions: The undervaluation hypothesis," The Quarterly Review of Economics and Finance, Elsevier, vol. 38(1), pages 25-45.
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    Cited by:

    1. 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.
    2. Laisney, François & Lechner, Michael, 1993. "Combining panel data and macro information: an application to the estimation of a participation model," ZEW Discussion Papers 93-23, ZEW - Leibniz Centre for European Economic Research.
    3. 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.
    4. van Dijk, Bram & Paap, Richard, 2008. "Explaining individual response using aggregated data," Journal of Econometrics, Elsevier, vol. 146(1), pages 1-9, September.
    5. 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.
    6. 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.
    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. Lv, Yang & Qin, Guoyou & Zhu, Zhongyi, 2024. "Population-level information for improving quantile regression efficiency," Statistics & Probability Letters, Elsevier, vol. 215(C).
    9. 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.
    10. Arcidiacono, Peter & Sieg, Holger & Sloan, Frank, 2002. "Living Rationally Under the Volcano? An Empirical Analysis of Heavy Drinking and Smoking," Working Papers 02-30, Duke University, Department of Economics.
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    1. 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.
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    1. 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.
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    5. Sung Jae Jun & Sokbae Lee, 2020. "Causal Inference under Outcome-Based Sampling with Monotonicity Assumptions," Papers 2004.08318, arXiv.org, revised Oct 2023.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Imbens, G.W. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Discussion Paper 1993-7, Tilburg University, Center for Economic Research.
    11. 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.
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    13. J. Fitzgerald & P. Gottschalk & R. Moffitt, "undated". "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Institute for Research on Poverty Discussion Papers 1156-98, University of Wisconsin Institute for Research on Poverty.
    14. Amanda Coston & Edward H. Kennedy, 2022. "The role of the geometric mean in case-control studies," Papers 2207.09016, arXiv.org.
    15. 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.
    16. Seth H. Giertz, 2008. "A Sensitivity Analysis of the Elasticity of Taxable Income: Working Paper 2008-01," Working Papers 19435, Congressional Budget Office.
    17. 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.
    18. Roth, Jonathan & Martin, Amory & Miller, Clayton & Jain, Rishee K., 2020. "SynCity: Using open data to create a synthetic city of hourly building energy estimates by integrating data-driven and physics-based methods," Applied Energy, Elsevier, vol. 280(C).
    19. Ramalho, Esmeralda A., 2007. "Binary models with misclassification in the variable of interest and nonignorable nonresponse," Economics Letters, Elsevier, vol. 96(1), pages 70-76, July.
    20. Tripathi, Gautam, 2011. "Generalized method of moments (GMM) based inference with stratified samples when the aggregate shares are known," Journal of Econometrics, Elsevier, vol. 165(2), pages 258-265.
    21. 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.
    22. Giertz, Seth, 2006. "The Elasticity of Taxable Income During the 1990s: A Sensitivity Analysis," MPRA Paper 17603, University Library of Munich, Germany.
    23. 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.
    24. Giertz, Seth, 2007. "The Elasticity of Taxable Income over the 1980s and 1990s," MPRA Paper 18313, University Library of Munich, Germany.
    25. Daniel McFadden, 2001. "Economic Choices," American Economic Review, American Economic Association, vol. 91(3), pages 351-378, June.
    26. 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.
    27. 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.
    28. 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).
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. Bhattacharya, Debopam, 2005. "Asymptotic inference from multi-stage samples," Journal of Econometrics, Elsevier, vol. 126(1), pages 145-171, May.
    35. 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.
    36. Esmeralda Ramalho & Joaquim Ramalho, 2007. "On the weighted maximum likelihood estimator for endogenous stratified samples when the population strata probabilities are unknown," Applied Economics Letters, Taylor & Francis Journals, vol. 14(3), pages 171-174.
    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.

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    Cited by:

    1. 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.
    2. Thomas Dee, 2012. "School Turnarounds: Evidence from the 2009 Stimulus," NBER Working Papers 17990, National Bureau of Economic Research, Inc.
    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. Stephen Njoroge Kamau & Edward Katue Nzinga & Jacob Kimathi, 2025. "Authentic Leadership, Personal Characteristics, and Church Growth in Embu County, Kenya," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(1), pages 115-127, January.
    2. Wilson-Barthes, M. & Steingrimsson, J. & Lee, Y. & Tran, D.N. & Wachira, J. & Kafu, C. & Pastakia, S.D. & Vedanthan, R. & Said, J.A. & Genberg, B.L. & Galárraga, O., 2024. "Economic outcomes among microfinance group members receiving community-based chronic disease care: Cluster randomized trial evidence from Kenya," Social Science & Medicine, Elsevier, vol. 351(C).
    3. Guillaume Coqueret, 2023. "Forking paths in financial economics," Papers 2401.08606, arXiv.org.
    4. 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.
    5. 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.
    6. Kopp, Thomas & Nabernegg, Markus, 2022. "Inequality and Environmental Impact – Can the Two Be Reduced Jointly?," Ecological Economics, Elsevier, vol. 201(C).
    7. 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).
    8. 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.
    9. 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.
    10. Cantone, Giulio Giacomo, 2023. "The multiversal methodology as a remedy of the replication crisis," MetaArXiv kuhmz, Center for Open Science.
    11. Gabriel F. Benzecry & Daniel J. Smith, 2024. "The wisdom of classical political economy in economics: incorporated or lost?," The Review of Austrian Economics, Springer;Society for the Development of Austrian Economics, vol. 37(2), pages 133-152, June.
    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. 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.
    14. 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.
    15. Cull,Robert J. & Foster,Vivien & Jolliffe,Dean Mitchell & Lederman,Daniel & Mare,Davide Salvatore & Veerappan,Malarvizhi, 2023. "Digital Payments and the COVID-19 Shock : The Role of Preexisting Conditions in Banking, Infrastructure, Human Capabilities, and Digital Regulation," Policy Research Working Paper Series 10603, The World Bank.
    16. Schaub, Sergei & Pfaff, Alexander & Bonev, Petyo, 2025. "Biodiversity and the Design of Result-based Payments: Evidence from Germany," Economics Working Paper Series 2502, University of St. Gallen, School of Economics and Political Science.
    17. , Hirschauer, 2022. "Some Thoughts About Statistical Inference In The 21st Century," SocArXiv exdfg, Center for Open Science.
    18. Kopp, Thomas & Nabernegg, Markus & Lange, Steffen, 2023. "The net climate effect of digitalization, differentiating between firms and households," Energy Economics, Elsevier, vol. 126(C).
    19. 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".
    20. Giulio Giacomo Cantone & Venera Tomaselli, 2024. "A Multiversal Model of Vibration of Effects of the Equitable and Sustainable Well-Being (BES) on Fertility," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 175(3), pages 941-964, December.
    21. Gao, Xiaoxue Sherry & Harrison, Glenn & Tchernis, Rusty, 2020. "Behavioral Welfare Economics and Risk Preferences: A Bayesian Approach," IZA Discussion Papers 13580, Institute of Labor Economics (IZA).
    22. Dumont, Michel, 2022. "Public support to business research and development in Belgium: fourth evaluation," MPRA Paper 115418, University Library of Munich, Germany.
    23. James Herndon, 2023. "P-Hacking Made Easy," Journal of Economics Teaching, Journal of Economics Teaching, vol. 8(3), pages 173-193, October.
    24. Riccardo Di Francesco, 2024. "Aggregation Trees," Papers 2410.11408, arXiv.org.
    25. Aïhounton, Ghislain B.D. & Henningsen, Arne, 2024. "Does organic farming jeopardize food security of farm households in Benin?," Food Policy, Elsevier, vol. 124(C).
    26. 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.
    27. Graham Elliott & Nikolay Kudrin & Kaspar Wuthrich, 2022. "The Power of Tests for Detecting $p$-Hacking," Papers 2205.07950, arXiv.org, revised Apr 2024.
    28. Costanza Naguib, 2024. "P-hacking and Significance Stars," Diskussionsschriften dp2409, Universitaet Bern, Departement Volkswirtschaft.
    29. Shuai Zhou & Guangqing Chi, 2024. "How do environmental stressors influence migration? A meta-regression analysis of environmental migration literature," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 50(2), pages 41-100.
    30. Christoph Breunig & Ruixuan Liu & Zhengfei Yu, 2024. "Semiparametric Bayesian Difference-in-Differences," Papers 2412.04605, arXiv.org, revised Dec 2024.
    31. Christoph Breunig & Ruixuan Liu & Zhengfei Yu, 2022. "Double Robust Bayesian Inference on Average Treatment Effects," Papers 2211.16298, arXiv.org, revised Feb 2025.

  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. Young, Alwyn, 2024. "Asymptotically robust permutation-based randomization confidence intervals for parametric OLS regression," European Economic Review, Elsevier, vol. 163(C).
    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. 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.
    5. 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).
    6. Alberini, Anna & Bezhanishvili, Levan & Ščasný, Milan, 2022. "“Wild” tariff schemes: Evidence from the Republic of Georgia," Energy Economics, Elsevier, vol. 110(C).
    7. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    8. Laura Derksen & Jason T Kerwin & Natalia Ordaz Reynoso & Olivier Sterck, 2025. "Healthcare Appointments as Commitment Devices," The Economic Journal, Royal Economic Society, vol. 135(665), pages 81-118.
    9. 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.
    10. Tadao Hoshino & Takahide Yanagi, 2024. "Causal Inference with Noncompliance and Unknown Interference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 119(548), pages 2869-2880, October.
    11. 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).
    12. 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.
    13. 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).
    14. 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.
    15. Emily Breza & Arun G. Chandrasekhar & Davide Viviano, 2025. "Generalizability with ignorance in mind: learning what we do (not) know for archetypes discovery," Papers 2501.13355, arXiv.org.
    16. 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.
    17. Jinglong Zhao, 2023. "Adaptive Neyman Allocation," Papers 2309.08808, arXiv.org, revised Sep 2023.
    18. Ding, Peng, 2021. "The Frisch–Waugh–Lovell theorem for standard errors," Statistics & Probability Letters, Elsevier, vol. 168(C).
    19. 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.
    20. 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).
    21. Tymon Sloczynski, 2020. "Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights," CESifo Working Paper Series 8331, CESifo.
    22. Victor Chernozhukov & Iv'an Fern'andez-Val & Martin Weidner, 2018. "Network and Panel Quantile Effects Via Distribution Regression," Papers 1803.08154, arXiv.org, revised Jun 2020.
    23. 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).
    24. Cl'ement de Chaisemartin & Antoine Deeb, 2024. "Estimating treatment-effect heterogeneity across sites, in multi-site randomized experiments with few units per site," Papers 2405.17254, arXiv.org, revised Dec 2024.
    25. Jeffrey D. Michler & Anna Josephson, 2021. "Recent Developments in Inference: Practicalities for Applied Economics," Papers 2107.09736, arXiv.org.
    26. Peng Ding, 2020. "The Frisch--Waugh--Lovell Theorem for Standard Errors," Papers 2009.06621, arXiv.org.
    27. Startz, Richard & Steigerwald, Douglas G., 2024. "The variance of regression coefficients when the population is finite," Journal of Econometrics, Elsevier, vol. 240(1).
    28. Ashesh Rambachan & Jonathan Roth, 2020. "Design-Based Uncertainty for Quasi-Experiments," Papers 2008.00602, arXiv.org, revised Oct 2024.
    29. 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.
    30. Laura Derksen & Jason Kerwin & Natalia Ordaz Reynoso & Olivier Sterck, 2021. "Appointments: A More Effective Commitment Device for Health Behaviors," Papers 2110.06876, arXiv.org.
    31. George Gui & Harikesh Nair & Fengshi Niu, 2021. "Auction Throttling and Causal Inference of Online Advertising Effects," Papers 2112.15155, arXiv.org, revised Feb 2022.
    32. 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.
    33. Kafle, Kashi & Songsermsawas, Tisorn & Winters, Paul, 2021. "Decomposing the impacts of an agricultural value chain investment by gender and ethnicity: The case of Nepal," 2021 Annual Meeting, August 1-3, Austin, Texas 313941, Agricultural and Applied Economics Association.
    34. 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.
    35. Ryan Rafaty & Geoffroy Dolphin & Felix Pretis, 2020. "Carbon pricing and the elasticity of CO2 emissions," Working Papers EPRG2035, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    36. 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.
    37. 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.
    38. Ozler,Berk & Celik,Cigdem & Cunningham,Scott & Cuevas,Pablo Facundo & Parisotto,Luca, 2020. "Children on the Move : Progressive Redistribution of Humanitarian Cash Transfers among Refugees," Policy Research Working Paper Series 9471, The World Bank.
    39. Haoge Chang, 2023. "Design-based Estimation Theory for Complex Experiments," Papers 2311.06891, arXiv.org.
    40. 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. Ganesh Karapakula & James J. Heckman, 2020. "Using a Satisficing Model of Experimenter Decision-Making to Guide Finite-Sample Inference for Compromised Experiments," Working Papers 2020-063, Human Capital and Economic Opportunity Working Group.
    42. Jinglong Zhao, 2024. "Experimental Design For Causal Inference Through An Optimization Lens," Papers 2408.09607, arXiv.org, revised Aug 2024.
    43. Ravichandran Arun & Pashley Nicole E. & Libgober Brian & Dasgupta Tirthankar, 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.
    44. Jonathan Roth & Pedro H. C. Sant'Anna & Alyssa Bilinski & John Poe, 2022. "What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature," Papers 2201.01194, arXiv.org, revised Jan 2023.
    45. Wu, Christopher, 2022. "Should We Trust Regression to Measure Social Disparities?," SocArXiv 4znu5, Center for Open Science.
    46. Matthias Sutter & Michael Weyland & Anna Untertrifaller & Manuel Froitzheim, 2020. "Financial Literacy, Risk and Time Preferences - Results from a Randomized Educational Intervention," CESifo Working Paper Series 8489, CESifo.
    47. Johannes W. Ligtenberg & Tiemen Woutersen, 2024. "Multidimensional clustering in judge designs," Papers 2406.09473, arXiv.org.
    48. Ethan Kaplan & Jörg L. Spenkuch & Cody Tuttle, 2025. "A Different World: Enduring Effects of School Desegregation on Ideology and Attitudes," CESifo Working Paper Series 11625, CESifo.
    49. 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).
    50. 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).
    51. 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.
    52. Bellocca, Gian Pietro Enzo & Poncela Blanco, Maria Pilar & Ruiz Ortega, Esther, 2024. "Extreme temperatures and the profitability of large European firms," DES - Working Papers. Statistics and Econometrics. WS 44217, Universidad Carlos III de Madrid. Departamento de Estadística.
    53. Andrew Baker & Brantly Callaway & Scott Cunningham & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2025. "Difference-in-Differences Designs: A Practitioner's Guide," Papers 2503.13323, arXiv.org.
    54. Ruonan Xu & Jeffrey M. Wooldridge, 2022. "A Design-Based Approach to Spatial Correlation," Papers 2211.14354, arXiv.org.
    55. Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
    56. 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.
    57. 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.
    58. Justin Contat & William M. Doerner & Robert N. Renner & Malcolm J. Rogers, 2024. "Measuring Price Effects from Disasters using Public Data: A Case Study of Hurricane Ian," FHFA Staff Working Papers 24-04, Federal Housing Finance Agency.
    59. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    60. Young, Alwyn, 2024. "Asymptotically robust permutation-based randomization confidence intervals for parametric OLS regression," LSE Research Online Documents on Economics 120933, London School of Economics and Political Science, LSE Library.
    61. Mari, Gabriele & Keizer, Renske & van Gaalen, Ruben, 2022. "The Timing of Parental Unemployment, Insurance, and Children's Education," SocArXiv 7rm6g, Center for Open Science.
    62. 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.
    63. Jorgen M. Harris & Rhiannon Jerch, 2025. "The long‐run effects of temporary protection from deportation," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 44(1), pages 151-182, January.
    64. 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.
    65. Pfeifer, Gregor & Stockburger, Mirjam, 2023. "The morning after: Prescription-free access to emergency contraceptive pills," Journal of Health Economics, Elsevier, vol. 91(C).
    66. Noelia Bernal & Javier Olivera & Marc Suhrcke, 2024. "The effects of social pensions on nutrition‐related health outcomes of the poor: Quasi‐experimental evidence from Peru," Health Economics, John Wiley & Sons, Ltd., vol. 33(5), pages 971-991, May.
    67. 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.
    68. 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.
    69. Kondylis,Florence & Loeser,John Ashton, 2021. "Intervention Size and Persistence," Policy Research Working Paper Series 9769, The World Bank.
    70. 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).
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    72. 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.
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    5. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    6. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
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    8. TELLO, Mario D., 2024. "Inversión Pública En Infraestructura Y Crecimiento Regional En Perú, 2005-2020: Un Análisis Basado En Técnicas De Aprendizaje Automático Causal," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 24(2), pages 195-222.
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    43. Jaime Arellano-Bover & Fernando Saltiel, 2024. "Differences in On-the-Job Learning across Firms," Working Papers 317, Red Nacional de Investigadores en Economía (RedNIE).
    44. Prashant Garg & Thiemo Fetzer, 2024. "Causal Claims in Economics," CESifo Working Paper Series 11462, CESifo.
    45. 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).
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    247. Daniel Goller & Andrea Diem & Stefan C. Wolter, 2022. "Sitting next to a dropout: Study success of students with peers that came to the lecture hall by a different route," Economics of Education Working Paper Series 0190, University of Zurich, Department of Business Administration (IBW).
    248. Feras A. Batarseh & Munisamy Gopinath & Anderson Monken & Zhengrong Gu, 2021. "Public Policymaking for International Agricultural Trade using Association Rules and Ensemble Machine Learning," Papers 2111.07508, arXiv.org.
    249. Kristof Lommers & Ouns El Harzli & Jack Kim, 2021. "Confronting Machine Learning With Financial Research," Papers 2103.00366, arXiv.org, revised Mar 2021.
    250. Simionescu, Mihaela & Cifuentes-Faura, Javier, 2022. "Can unemployment forecasts based on Google Trends help government design better policies? An investigation based on Spain and Portugal," Journal of Policy Modeling, Elsevier, vol. 44(1), pages 1-21.
    251. Yigit Aydede & Jan Ditzen, 2022. "Identifying the regional drivers of influenza-like illness in Nova Scotia with dominance analysis," Papers 2212.06684, arXiv.org.
    252. Boot, Arnoud & Hoffmann, Peter & Laeven, Luc & Ratnovski, Lev, 2021. "Fintech: what’s old, what’s new?," Journal of Financial Stability, Elsevier, vol. 53(C).
    253. Taiyo Fukai & Hidehiko Ichimura & Keisuke Kawata, 2021. "Describing the impacts of COVID-19 on the labor market in Japan until June 2020," The Japanese Economic Review, Springer, vol. 72(3), pages 439-470, July.
    254. Andreas Kraft & Raghunath Singh Rao, 2025. "Signaling quality via demand lockout," Quantitative Marketing and Economics (QME), Springer, vol. 23(1), pages 1-44, March.
    255. Su, Jiun-Hua, 2021. "Model selection in utility-maximizing binary prediction," Journal of Econometrics, Elsevier, vol. 223(1), pages 96-124.
    256. Aparajithan Venkateswaran & Jishnu Das & Tyler H. McCormick, 2023. "Feasible contact tracing," Papers 2312.05718, arXiv.org.
    257. Mona Aghdaee & Bonny Parkinson & Kompal Sinha & Yuanyuan Gu & Rajan Sharma & Emma Olin & Henry Cutler, 2022. "An examination of machine learning to map non‐preference based patient reported outcome measures to health state utility values," Health Economics, John Wiley & Sons, Ltd., vol. 31(8), pages 1525-1557, August.
    258. Ademmer, Martin & Beckmann, Joscha & Bode, Eckhardt & Boysen-Hogrefe, Jens & Funke, Manuel & Hauber, Philipp & Heidland, Tobias & Hinz, Julian & Jannsen, Nils & Kooths, Stefan & Söder, Mareike & Stame, 2021. "Big Data in der makroökonomischen Analyse," Kieler Beiträge zur Wirtschaftspolitik 32, Kiel Institute for the World Economy (IfW Kiel).
    259. Netta Barak‐Corren & Yoav Kan‐Tor & Nelson Tebbe, 2022. "Examining the effects of antidiscrimination laws on children in the foster care and adoption systems," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 19(4), pages 1003-1066, December.
    260. Dillon, Andrew & Karlan, Dean & Udry, Christopher & Zinman, Jonathan, 2020. "Good identification, meet good data," World Development, Elsevier, vol. 127(C).
    261. Ricardo Masini & Marcelo Medeiros, 2025. "Balancing Flexibility and Interpretability: A Conditional Linear Model Estimation via Random Forest," Papers 2502.13438, arXiv.org.
    262. Thomas R. Cook & Greg Gupton & Zach Modig & Nathan M. Palmer, 2021. "Explaining Machine Learning by Bootstrapping Partial Dependence Functions and Shapley Values," Research Working Paper RWP 21-12, Federal Reserve Bank of Kansas City.
    263. Xie, Wen-Jie & Wei, Na & Zhou, Wei-Xing, 2023. "An interpretable machine-learned model for international oil trade network," Resources Policy, Elsevier, vol. 82(C).
    264. Vasilios Plakandaras & Ioannis Pragidis & Paris Karypidis, 2024. "Deciphering the U.S. metropolitan house price dynamics," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 52(2), pages 434-485, March.
    265. António Bento Caleiro, 2021. "Learning to Classify the Consumer Confidence Indicator (in Portugal)," Economies, MDPI, vol. 9(3), pages 1-12, September.
    266. Hiroyuki Egami & Md. Shafiur Rahman & Tsuyoshi Yamamoto & Chihiro Egami & Takahisa Wakabayashi, 2024. "Causal effect of video gaming on mental well-being in Japan 2020–2022," Nature Human Behaviour, Nature, vol. 8(10), pages 1943-1956, October.
    267. Andrew J. Patton & Yasin Simsek, 2023. "Generalized Autoregressive Score Trees and Forests," Papers 2305.18991, arXiv.org.
    268. Falco J. Bargagli Stoffi & Kenneth De Beckker & Joana E. Maldonado & Kristof De Witte, 2021. "Assessing Sensitivity of Machine Learning Predictions.A Novel Toolbox with an Application to Financial Literacy," Papers 2102.04382, arXiv.org.
    269. Ajit Desai, 2023. "Machine learning for economics research: when, what and how," Staff Analytical Notes 2023-16, Bank of Canada.
    270. Raval, Devesh & Rosenbaum, Ted & Wilson, Nathan E., 2021. "How do machine learning algorithms perform in predicting hospital choices? evidence from changing environments," Journal of Health Economics, Elsevier, vol. 78(C).
    271. Lily Davies & Mark Kattenberg & Benedikt Vogt, 2023. "Predicting Firm Exits with Machine Learning: Implications for Selection into COVID-19 Support and Productivity Growth," CPB Discussion Paper 444, CPB Netherlands Bureau for Economic Policy Analysis.
    272. Jianghong Xu & Chenguang Wang & Xukang Yin & Weixin Wang, 2024. "Digital economy and rural household resilience: Evidence from China," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(5), pages 244-263.
    273. 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.
    274. 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.
    275. Melissa Dell, 2024. "Deep Learning for Economists," Papers 2407.15339, arXiv.org, revised Nov 2024.
    276. 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.
    277. Hector F. Calvo-Pardo & Tullio Mancini & Jose Olmo, 2020. "Neural Network Models for Empirical Finance," JRFM, MDPI, vol. 13(11), pages 1-22, October.
    278. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
    279. Nils-Gunnar Birkeland Abrahamsen & Emil Nylén-Forthun & Mats Møller & Petter Eilif de Lange & Morten Risstad, 2024. "Financial Distress Prediction in the Nordics: Early Warnings from Machine Learning Models," JRFM, MDPI, vol. 17(10), pages 1-23, September.
    280. 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.
    281. David Imhof & Hannes Wallimann, 2021. "Detecting bid-rigging coalitions in different countries and auction formats," Papers 2105.00337, arXiv.org.
    282. 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.
    283. 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.
    284. Victor Quintas-Martinez, 2022. "Finite-Sample Guarantees for High-Dimensional DML," Papers 2206.07386, arXiv.org.
    285. 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.
    286. 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.
    287. Nutsugah, Godwin K. & McCullough, Ellen, 2024. "Recency Effect of Weather Shocks on Fertilizer Adoption: Evidence from Nigeria," 2024 Annual Meeting, July 28-30, New Orleans, LA 343582, Agricultural and Applied Economics Association.
    288. 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.
    289. 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.
    290. 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).
    291. 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).
    292. 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.
    293. 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.
    294. 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).
    295. Mustafa, Andy Ali & Lin, Ching-Yang & Kakinaka, Makoto, 2022. "Detecting market pattern changes: A machine learning approach," Finance Research Letters, Elsevier, vol. 47(PA).
    296. 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).
    297. Domonkos F. Vamossy, 2024. "Social Media Emotions and Market Behavior," Papers 2404.03792, arXiv.org.
    298. Matteo Bagnara, 2024. "Asset Pricing and Machine Learning: A critical review," Journal of Economic Surveys, Wiley Blackwell, vol. 38(1), pages 27-56, February.
    299. 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.
    300. Brown, David P. & Eckert, Andrew & Silveira, Douglas, 2023. "Screening for collusion in wholesale electricity markets: A literature review," Utilities Policy, Elsevier, vol. 85(C).
    301. Philipp Bach & Victor Chernozhukov & Sven Klaassen & Martin Spindler & Jan Teichert-Kluge & Suhas Vijaykumar, 2024. "Adventures in Demand Analysis Using AI," Papers 2501.00382, arXiv.org.

  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. 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.
    2. 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.
    3. Yi Zhang & Eli Ben-Michael & Kosuke Imai, 2022. "Safe Policy Learning under Regression Discontinuity Designs with Multiple Cutoffs," Papers 2208.13323, arXiv.org, revised Sep 2024.
    4. Christina Korting & Carl Lieberman & Jordan Matsudaira & Zhuan Pei & Yi Shen, 2021. "Visual Inference and Graphical Representation in Regression Discontinuity Designs," Papers 2112.03096, arXiv.org, revised Jan 2023.
    5. Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org, revised May 2025.
    11. Adam C. Sales & Ben B. Hansen, 2020. "Limitless Regression Discontinuity," Journal of Educational and Behavioral Statistics, , vol. 45(2), pages 143-174, April.
    12. He, Yang & Bartalotti, Otávio, 2020. "Wild bootstrap for fuzzy regression discontinuity designs: obtaining robust bias-corrected confidence intervals," ISU General Staff Papers 202005010700001071, Iowa State University, Department of Economics.
    13. Kohei Yata, 2021. "Optimal Decision Rules Under Partial Identification," Papers 2111.04926, arXiv.org, revised Mar 2025.
    14. Edmark, Karin & Persson, Lovisa, 2020. "The Impact of Attending an Independent Upper Secondary School: Evidence from Sweden Using School Ranking Data," Working Paper Series 1371, Research Institute of Industrial Economics.
    15. Vargas, Juan F. & Purroy, Miguel E. & Coy, Felipe & Perilla, Sergio & Prem, Mounu, 2022. "Do explosions shape voting behavior?," SocArXiv dw9vn, Center for Open Science.
    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. Koohyun Kwon & Soonwoo Kwon, 2020. "Inference in Regression Discontinuity Designs under Monotonicity," Papers 2011.14216, arXiv.org.
    18. Timothy B. Armstrong & Michal Kolesár & Soonwoo Kwon, 2020. "Bias-Aware Inference in Regularized Regression Models," Working Papers 2020-2, Princeton University. Economics Department..
    19. Lihua Lei, 2024. "Causal Interpretation of Regressions With Ranks," Papers 2406.05548, arXiv.org.
    20. Claudia Noack & Christoph Rothe, 2024. "Bias‐Aware Inference in Fuzzy Regression Discontinuity Designs," Econometrica, Econometric Society, vol. 92(3), pages 687-711, May.
    21. Rametta, Jack T., 2024. "Did the Republican Revolution Hamstring Congressional Oversight? Evidence from 55,000 GAO Reports," OSF Preprints 7zk4p, Center for Open Science.
    22. Yiqi Liu & Yuan Qi, 2023. "Using Forests in Multivariate Regression Discontinuity Designs," Papers 2303.11721, arXiv.org, revised Jul 2024.
    23. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    24. Dan M. Kluger & Art B. Owen, 2021. "Kernel regression analysis of tie-breaker designs," Papers 2101.09605, arXiv.org, revised Jan 2023.
    25. 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).
    26. Dean Eckles & Nikolaos Ignatiadis & Stefan Wager & Han Wu, 2020. "Noise-Induced Randomization in Regression Discontinuity Designs," Papers 2004.09458, arXiv.org, revised Mar 2025.
    27. 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.
    28. Federico Crippa, 2024. "Manipulation Test for Multidimensional RDD," Papers 2402.10836, arXiv.org, revised Jun 2024.
    29. 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. Byunghoon Kang, 2017. "Inference in Nonparametric Series Estimation with Data-Dependent Undersmoothing," Working Papers 170712442, Lancaster University Management School, Economics Department.
    3. Akash Malhotra, 2018. "A hybrid econometric-machine learning approach for relative importance analysis: Prioritizing food policy," Papers 1806.04517, arXiv.org, revised Aug 2020.
    4. Dreber, Anna & Johannesson, Magnus, 2023. "A framework for evaluating reproducibility and replicability in economics," Ruhr Economic Papers 1055, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    5. Crespo, Cristian, 2020. "Two become one: improving the targeting of conditional cash transfers with a predictive model of school dropout," LSE Research Online Documents on Economics 123139, London School of Economics and Political Science, LSE Library.
    6. Mullally, Conner & Chakravarty, Shourish, 2018. "Are Matching Funds for Smallholder Irrigation Money Well Spent?," SocArXiv x5vmz, Center for Open Science.
    7. 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.
    8. Guido Imbens & Yiqing Xu, 2024. "LaLonde (1986) after Nearly Four Decades: Lessons Learned," Papers 2406.00827, arXiv.org, revised Jun 2024.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. Furno, Marilena, 2021. "The synthetic control approach: Multivalued treatments at the quantiles," Research in Economics, Elsevier, vol. 75(1), pages 7-20.
    16. 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.
    17. 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.
    18. Masahiro Kato & Hikaru Kawarazaki, 2019. "Model Specification Test with Unlabeled Data: Approach from Covariate Shift," Papers 1911.00688, arXiv.org, revised Feb 2020.
    19. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.

  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. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Jan 2025.
    2. 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.
    3. 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.
    4. 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.
    5. Timothy B. Armstrong & Michal Koles�r, 2016. "Simple and Honest Confidence Intervals in Nonparametric Regression," Cowles Foundation Discussion Papers 2044R3, Cowles Foundation for Research in Economics, Yale University, revised Aug 2018.
    6. 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.
    7. Kirill S. Evdokimov & Michal Kolesár, 2018. "Inference in Instrumental Variable Regression Analysis with Heterogeneous Treatment Effects," Working Papers 2018-16, Princeton University. Economics Department..
    8. Cattaneo, Matias D & Jansson, Michael & Newey, Whitney K, 2018. "Inference in Linear Regression Models with Many Covariates and Heteroscedasticity," Department of Economics, Working Paper Series qt6rp7p9gs, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    9. 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.
    10. Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey M., 2017. "Sampling-Based vs. Design-Based Uncertainty in Regression Analysis," Research Papers 3349, Stanford University, Graduate School of Business.
    11. Antonio Accetturo & Elisabetta Olivieri & Fabrizio Renzi, 2024. "Incentives for dwelling renovations: evidence from a large fiscal programme," Questioni di Economia e Finanza (Occasional Papers) 860, Bank of Italy, Economic Research and International Relations Area.
    12. 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.
    13. Christopher D. Walker, 2024. "Semiparametric Bayesian Inference for a Conditional Moment Equality Model," Papers 2410.16017, arXiv.org.
    14. Claudia Noack & Tomasz Olma & Christoph Rothe, 2021. "Flexible Covariate Adjustments in Regression Discontinuity Designs," Papers 2107.07942, arXiv.org, revised Apr 2025.
    15. Max Cytrynbaum, 2021. "Optimal Stratification of Survey Experiments," Papers 2111.08157, arXiv.org, revised Aug 2023.
    16. Cladia Noack & Chistoph Rothe, 2023. "Donut Regression Discontinuity Designs," Papers 2308.14464, arXiv.org.
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    7. Julie Beugnot & Bernard Fortin & Guy Lacroix & Marie Claire Villeval, 2014. "Social network and peer effects at work," Post-Print halshs-00949157, HAL.
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    135. Bryan S. Graham, 2016. "Homophily and Transitivity in Dynamic Network Formation," NBER Working Papers 22186, National Bureau of Economic Research, Inc.
    136. Bryan S. Graham, 2017. "An econometric model of network formation with degree heterogeneity," CeMMAP working papers 08/17, Institute for Fiscal Studies.
    137. Mota, Nuno & Patacchini, Eleonora & Rosenthal, Stuart S., 2016. "Neighborhood Effects, Peer Classification, and the Decision of Women to Work," IZA Discussion Papers 9985, Institute of Labor Economics (IZA).
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    462. Yoshito Takasaki, 2019. "Disability and Poverty: Landmine Amputees in Cambodia," CIRJE F-Series CIRJE-F-1118, CIRJE, Faculty of Economics, University of Tokyo.
    463. Takeshima, Hiroyuki, 2015. "Identifying the effects of market imperfections for a scale biased agricultural technology: Tractors in Nigeria," 2015 Conference, August 9-14, 2015, Milan, Italy 211937, International Association of Agricultural Economists.
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    466. Walter L. Leite & Burak Aydin & Dee D. Cetin-Berber, 2021. "Imputation of Missing Covariate Data Prior to Propensity Score Analysis: A Tutorial and Evaluation of the Robustness of Practical Approaches," Evaluation Review, , vol. 45(1-2), pages 34-69, February.
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    470. Filiz Garip, 2014. "The Impact of Migration and Remittances on Wealth Accumulation and Distribution in Rural Thailand," Demography, Springer;Population Association of America (PAA), vol. 51(2), pages 673-698, April.
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    472. Johannes Gessner & Wolfgang Habla & Benjamin Rübenacker & Ulrich J. Wagner, 2025. "No Place Like Home: Charging Infrastructure and the Environmental Advantage of Plug-in Hybrid Electric Vehicles," CRC TR 224 Discussion Paper Series crctr224_2025_663, University of Bonn and University of Mannheim, Germany.
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    475. Gong, Maogang & Li, Hanjin & Elahi, Ehsan, 2022. "Three Rights Separation reform and its impact over farm’s productivity: A case study of China," Land Use Policy, Elsevier, vol. 122(C).
    476. Garcia-Clemente, Javier & Rubino, Nicola & Congregado, Emilio, 2022. "Evaluating the effects of short and medium-term temporary work reduction schemes: the case of Spain’s ERTEs during the COVID-19 outbreak," MPRA Paper 114504, University Library of Munich, Germany.
    477. 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.
    478. Victor Motta, 2020. "Lack of access to external finance and SME labor productivity: does project quality matter?," Small Business Economics, Springer, vol. 54(1), pages 119-134, January.
    479. Robert J. Niewoehner & Bradley R. Staats, 2022. "Focusing Provider Attention: An Empirical Examination of Incentives and Feedback in Flu Vaccinations," Management Science, INFORMS, vol. 68(5), pages 3680-3702, May.
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    481. Thiago Christiano Silva & Carlos Eduardo de Almeida, 2024. "COVID-19 and Supply Chain Disruptions: a novel perspective using a network of payments in Brazil," Working Papers Series 595, Central Bank of Brazil, Research Department.
    482. Alda, Erik, 2020. "The effects of body-worn cameras on police efficiency: A study of local police agencies in the US," MPRA Paper 103994, University Library of Munich, Germany.
    483. Anna Alberini & Markus Bareit & Massimo Filippini, 2014. "Does the Swiss Car Market Reward Fuel Efficient Cars? Evidence from Hedonic Pricing Regressions, a Regression Discontinuity Design, and Matching," Working Papers 2014.16, Fondazione Eni Enrico Mattei.
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    493. Arlen Guarín & Carlos Medina & Christian Posso, 2017. "Calidad y Cobertura de la Educación Secundaria Pública y Privada en Colombia, y sus Costos Ocultos," Borradores de Economia 1006, Banco de la Republica de Colombia.
    494. Siedschlag, Iulia & Yan, Weijie, 2023. "Do green investments improve firm performance? Empirical evidence from Ireland," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    495. 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.

  31. 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.
    See citations under working paper version above.
  32. Donald, Stephen G. & Imbens, Guido W. & Newey, Whitney K., 2009. "Choosing instrumental variables in conditional moment restriction models," Journal of Econometrics, Elsevier, vol. 152(1), pages 28-36, September.

    Cited by:

    1. Siddhartha Chib & Minchul Shin & Anna Simoni, 2021. "Bayesian Estimation and Comparison of Conditional Moment Models," Papers 2110.13531, arXiv.org.
    2. Nguyen, Canh Phuc & Doytch, Nadia, 2022. "The impact of ICT patents on economic growth: An international evidence," Telecommunications Policy, Elsevier, vol. 46(5).
    3. Sentana, Enrique & Peñaranda, Francisco, 2007. "Duality in Mean-Variance Frontiers with Conditioning Information," CEPR Discussion Papers 6566, C.E.P.R. Discussion Papers.
    4. 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.
    5. Hao Hao & Bai Huang & Tae-Hwy Lee, 2022. "Model Averaging Estimation of Panel Data Models with Many Instruments and Boosting," Working Papers 202212, University of California at Riverside, Department of Economics.
    6. Ali Mehrabani & Shahnaz Parsaeian & Aman Ullah, 2024. "Shrinkage Estimation and Forecasting in Dynamic Regression Models under Structural Instability," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202410, University of Kansas, Department of Economics.
    7. Liu, Chu-An & Tao, Jing, 2016. "Model selection and model averaging in nonparametric instrumental variables models," MPRA Paper 69492, University Library of Munich, Germany.
    8. Muhammad Qasim, 2024. "A weighted average limited information maximum likelihood estimator," Statistical Papers, Springer, vol. 65(5), pages 2641-2666, July.
    9. Hao Hao & Tae-Hwy Lee, 2025. "Boosting GMM with Many Instruments When Some Are Invalid and/or Irrelevant," Working Papers 202504, University of California at Riverside, Department of Economics.
    10. Varvara Isyuk, 2014. "Resuming bank lending in the aftermath of the Capital Purchase Program," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01093414, HAL.
    11. Alastair R. Hall, 2015. "Econometricians Have Their Moments: GMM at 32," The Economic Record, The Economic Society of Australia, vol. 91(S1), pages 1-24, June.
    12. 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.
    13. 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.
    14. Varvara Isyuk, 2014. "Resuming bank lending in the aftermath of the Capital Purchase Program," Post-Print halshs-01093414, HAL.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Mary, Sebastien & Shaw, Kelsey & Colen, Liesbeth & Gomez y Paloma, Sergio, 2020. "Does agricultural aid reduce child stunting?," World Development, Elsevier, vol. 130(C).
    20. Victor Chernozhukov & Ivan Fernandez-Val & Chen Huang & Weining Wang, 2024. "Arellano-bond lasso estimator for dynamic linear panel models," CeMMAP working papers 09/24, Institute for Fiscal Studies.
    21. Byunghoon Kang, 2018. "Higher Order Approximation of IV Estimators with Invalid Instruments," Working Papers 257105320, Lancaster University Management School, Economics Department.
    22. Kuersteiner, Guido M., 2012. "Kernel-weighted GMM estimators for linear time series models," Journal of Econometrics, Elsevier, vol. 170(2), pages 399-421.
    23. 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.
    24. Yoonseok Lee & Yu Zhou, 2015. "Averaged Instrumental Variables Estimators," Center for Policy Research Working Papers 180, Center for Policy Research, Maxwell School, Syracuse University.
    25. 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.
    26. 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.
    27. Shakil, Golam Saroare & Marsh, Thomas L., 2021. "One Instrument to Rule Them All?," 2021 Annual Meeting, August 1-3, Austin, Texas 314047, Agricultural and Applied Economics Association.
    28. 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.
    29. 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.
    30. 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.
    31. Nguyen, Canh Phuc & Nguyen, Binh Quang, 2023. "Environmental foe or friend: The influence of the shadow economy on forest land," Land Use Policy, Elsevier, vol. 124(C).
    32. Sébastien Mary, 2019. "Hungry for free trade? Food trade and extreme hunger in developing countries," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(2), pages 461-477, April.
    33. Jonathan Chassot & Michael Creel, 2023. "Constructing Efficient Simulated Moments Using Temporal Convolutional Networks," Working Papers 1412, Barcelona School of Economics.
    34. Creel, Michael, 2017. "Neural nets for indirect inference," Econometrics and Statistics, Elsevier, vol. 2(C), pages 36-49.
    35. Varvara Isyuk, 2014. "Resuming bank lending in the aftermath of the Capital Purchase Program," Documents de travail du Centre d'Economie de la Sorbonne 14062, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    36. Michael Creel, 2016. "Neural Nets for Indirect Inference," UFAE and IAE Working Papers 960.16, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC), revised 18 Jul 2016.
    37. Christopher D. Walker, 2024. "Semiparametric Bayesian Inference for a Conditional Moment Equality Model," Papers 2410.16017, arXiv.org.
    38. Nguyen, Canh Phuc, 2021. "Gender equality and economic complexity," Economic Systems, Elsevier, vol. 45(4).
    39. Michael Creel, 2021. "Inference Using Simulated Neural Moments," Econometrics, MDPI, vol. 9(4), pages 1-15, September.
    40. 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.
    41. 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.
    42. 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.
    43. Sébastien Mary, 2018. "How Much Does Economic Growth Contribute to Child Stunting Reductions?," Economies, MDPI, vol. 6(4), pages 1-18, October.
    44. Cho, Hyunkeun, 2016. "The analysis of multivariate longitudinal data using multivariate marginal models," Journal of Multivariate Analysis, Elsevier, vol. 143(C), pages 481-491.
    45. 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.
    46. 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.
    47. Ali Mehrabani, 2024. "Stein-Like Shrinkage Estimators for Coefficients of a Single-Equation in Simultaneous Equation Systems," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202414, University of Kansas, Department of Economics.
    48. 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.
    49. 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.
    See citations under working paper version above.
  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. 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.
    2. 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.
    3. 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).
    4. 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.
    5. 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).
    6. 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.
    7. 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.
    8. 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.
    9. 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).
    10. Chiang, Harold D. & Sasaki, Yuya, 2019. "Causal inference by quantile regression kink designs," Journal of Econometrics, Elsevier, vol. 210(2), pages 405-433.
    11. 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.
    12. 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.
    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.
    See citations under working paper version above.
  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. 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.
    2. 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.
    3. 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.
    4. Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020. "Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
    5. Kandilov, Ivan T. & Renkow, Mitch, 2018. "Impacts of USDA Broadband Loan and Grant Programs: Moving Toward Estimating a Rate of Return," Issue Reports 277661, Farm Foundation.
    6. 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.
    7. Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey M., 2017. "Sampling-Based vs. Design-Based Uncertainty in Regression Analysis," Research Papers 3349, Stanford University, Graduate School of Business.
    8. Max Cytrynbaum, 2024. "Finely Stratified Rerandomization Designs," Papers 2407.03279, arXiv.org, revised Jan 2025.
    9. 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.
    10. 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.
    11. Max Cytrynbaum, 2023. "Covariate Adjustment in Stratified Experiments," Papers 2302.03687, arXiv.org, revised Jul 2024.
    12. Bai, Yuehao & Jiang, Liang & Romano, Joseph P. & Shaikh, Azeem M. & Zhang, Yichong, 2024. "Covariate adjustment in experiments with matched pairs," Journal of Econometrics, Elsevier, vol. 241(1).
    13. Yuehao Bai, 2022. "Optimality of Matched-Pair Designs in Randomized Controlled Trials," Papers 2206.07845, arXiv.org.

  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.

    Cited by:

    1. 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.
    2. Stefan Hoderlein & Yuya Sasaki, 2013. "Outcome Conditioned Treatment Effects," Boston College Working Papers in Economics 840, Boston College Department of Economics.
    3. Yingyao Hu & Susanne M. Schennach, 2008. "Instrumental Variable Treatment of Nonclassical Measurement Error Models," Econometrica, Econometric Society, vol. 76(1), pages 195-216, January.
    4. 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.
    5. Tae-Hwan Kim & Christophe Muller, 2020. "Inconsistency transmission and variance reduction in two-stage quantile regression," Post-Print hal-02084505, HAL.
    6. 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.
    7. Joel L. Horowitz & Sokbae (Simon) Lee, 2010. "Uniform confidence bands for functions estimated nonparametrically with instrumental variables," CeMMAP working papers CWP19/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
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    879. Abbott, Joshua K. & Klaiber, H. Allen, 2011. "The Value Of Water As An Urban Club Good: A Matching Approach To Hoa-Provided Lakes," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103781, Agricultural and Applied Economics Association.
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    885. Sibhatu, Kibrom T. & Arslan, Aslihan & Zucchini, Emanuele, 2022. "The effect of agricultural programs on dietary diversity and food security: Insights from the smallholder productivity promotion program in Zambia," Food Policy, Elsevier, vol. 113(C).
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    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. Daniel Kuehn, 2019. "Registered Apprenticeship and Career Advancement for Low-Wage Service Workers," Economic Development Quarterly, , vol. 33(2), pages 134-150, May.
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    4. Bareinboim Elias & Pearl Judea, 2013. "A General Algorithm for Deciding Transportability of Experimental Results," Journal of Causal Inference, De Gruyter, vol. 1(1), pages 107-134, June.
    5. 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).
    6. Cavanagh,Jack & Fliegner,Jasmin Claire & Kopper,Sarah & Sautmann,Anja, 2023. "A Metadata Schema for Data from Experiments in the Social Sciences," Policy Research Working Paper Series 10296, The World Bank.
    7. 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).
    8. 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.
    9. Frederico Finan & Demian Pouzo, 2021. "Reinforcing RCTs with Multiple Priors while Learning about External Validity," Papers 2112.09170, arXiv.org, revised Sep 2024.
    10. Jens Ludwig & Jeffrey R. Kling & Sendhil Mullainathan, 2011. "Mechanism Experiments and Policy Evaluations," NBER Working Papers 17062, National Bureau of Economic Research, Inc.
    11. Barbara Sianesi, 2016. "‘Randomisation bias’ in the medical literature: a review," IFS Working Papers W16/23, Institute for Fiscal Studies.
    12. 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.
    13. John List, 2024. "Optimally Generate Policy-Based Evidence Before Scaling," Natural Field Experiments 00783, The Field Experiments Website.
    14. 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).
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  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. 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.
    2. 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.
    3. Borusyak, Kirill & Hull, Peter & Jaravel, Xavier, 2024. "Design-based identification with formula instruments: a review," LSE Research Online Documents on Economics 123848, London School of Economics and Political Science, LSE Library.
    4. 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.
    5. 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.
    6. 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.
    7. Xavier D'Haultfœuille & Purevdorj Tuvaandorj, 2024. "A robust permutation test for subvector inference in linear regressions," Quantitative Economics, Econometric Society, vol. 15(1), pages 27-87, January.
    8. 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.
    9. 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.
    10. Clemens, Jeffrey & Wither, Michael, 2019. "The minimum wage and the Great Recession: Evidence of effects on the employment and income trajectories of low-skilled workers," Journal of Public Economics, Elsevier, vol. 170(C), pages 53-67.
    11. 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.
    12. 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.
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    14. 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.
    15. 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.
    16. 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.
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    27. Peter Ganong & Simon Jäger, 2015. "A Permutation Test for the Regression Kink Design," Working Paper 174531, Harvard University OpenScholar.
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    34. David I. Stern, 2011. "From Correlation to Granger Causality," Crawford School Research Papers 1113, Crawford School of Public Policy, The Australian National University.
    35. 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.
    36. 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.
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    39. 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.
    40. 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.
    41. Purevdorj Tuvaandorj, 2021. "Robust Permutation Tests in Linear Instrumental Variables Regression," Papers 2111.13774, arXiv.org, revised Jul 2024.
    42. Wang, Wenjie, 2021. "Wild Bootstrap for Instrumental Variables Regression with Weak Instruments and Few Clusters," MPRA Paper 106227, University Library of Munich, Germany.
    43. 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).
    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.
    45. 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).

  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.

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    1. 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.
    2. Dennis Lim & Wenjie Wang & Yichong Zhang, 2022. "A Conditional Linear Combination Test with Many Weak Instruments," Papers 2207.11137, arXiv.org, revised Apr 2023.
    3. 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.
    4. 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.
    5. Manuel Arellano & Stéphane Bonhomme, 2007. "Robust priors in nonlinear panel data models," CeMMAP working papers CWP07/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. 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.
    7. Grant Hillier & Giovanni Forchini, 2004. "Ill-posed Problems and Instruments' Weakness," Econometric Society 2004 Australasian Meetings 357, Econometric Society.
    8. Bekker, Paul A. & Crudu, Federico, 2015. "Jackknife instrumental variable estimation with heteroskedasticity," Journal of Econometrics, Elsevier, vol. 185(2), pages 332-342.
    9. Donald W.K. Andrews & James H. Stock, 2005. "Inference with Weak Instruments," NBER Technical Working Papers 0313, National Bureau of Economic Research, Inc.
    10. 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.
    11. 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.
    12. Zhaonan Qu & Yongchan Kwon, 2024. "Distributionally Robust Instrumental Variables Estimation," Papers 2410.15634, arXiv.org, revised Dec 2024.
    13. 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.
    14. Victor Chernozhukov & Christian Hansen & Martin Spindler, 2016. "Valid post-selection and post-regularization inference: An elementary, general approach," CeMMAP working papers CWP36/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    15. 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.
    16. Kolesár, Michal, 2018. "Minimum distance approach to inference with many instruments," Journal of Econometrics, Elsevier, vol. 204(1), pages 86-100.
    17. Michal Kolesár & Raj Chetty & John N. Friedman & Edward L. Glaeser & Guido W. Imbens, 2011. "Identification and Inference with Many Invalid Instruments," NBER Working Papers 17519, National Bureau of Economic Research, Inc.
    18. Richard Startz & Charles Nelson & Eric Zivot, 1999. "Improved Inference for the Instrumental Variable Estimator," Working Papers 0039, University of Washington, Department of Economics.
    19. Guido Imbens, 2014. "Instrumental Variables: An Econometrician's Perspective," NBER Working Papers 19983, National Bureau of Economic Research, Inc.
    20. Lim, Dennis & Wang, Wenjie & Zhang, Yichong, 2024. "A conditional linear combination test with many weak instruments," Journal of Econometrics, Elsevier, vol. 238(2).
    21. Okui, Ryo, 2011. "Instrumental variable estimation in the presence of many moment conditions," Journal of Econometrics, Elsevier, vol. 165(1), pages 70-86.
    22. Helmut Farbmacher & Rebecca Groh & Michael Muhlegger & Gabriel Vollert, 2024. "Revisiting the Many Instruments Problem using Random Matrix Theory," Papers 2408.08580, arXiv.org.
    23. 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.
    24. Sølvsten, Mikkel, 2020. "Robust estimation with many instruments," Journal of Econometrics, Elsevier, vol. 214(2), pages 495-512.
    25. Thomas Wiemann, 2023. "Optimal Categorical Instrumental Variables," Papers 2311.17021, arXiv.org, revised May 2024.
    26. 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.
    27. Bekker, Paul A. & Crudu, Federico, 2012. "Symmetric Jackknife Instrumental Variable Estimation," MPRA Paper 37853, University Library of Munich, Germany.
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    1. Chang, Jinyuan & Chen, Song Xi & Chen, Xiaohong, 2014. "High Dimensional Generalized Empirical Likelihood for Moment Restrictions with Dependent Data," MPRA Paper 59640, University Library of Munich, Germany.
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    4. Lavergne, Pascal & Patilea, Valentin, 2013. "Smooth minimum distance estimation and testing with conditional estimating equations: Uniform in bandwidth theory," Journal of Econometrics, Elsevier, vol. 177(1), pages 47-59.
    5. Siddhartha Chib & Minchul Shin & Anna Simoni, 2021. "Bayesian Estimation and Comparison of Conditional Moment Models," Papers 2110.13531, arXiv.org.
    6. Daniel Becker & Alois Kneip & Valentin Patilea, 2021. "Semiparametric inference for partially linear regressions with Box-Cox transformation," Papers 2106.10723, arXiv.org.
    7. Anatolyev, Stanislav & Gospodinov, Nikolay, 2011. "Specification Testing In Models With Many Instruments," Econometric Theory, Cambridge University Press, vol. 27(2), pages 427-441, April.
    8. Sentana, Enrique & Peñaranda, Francisco, 2007. "Duality in Mean-Variance Frontiers with Conditioning Information," CEPR Discussion Papers 6566, C.E.P.R. Discussion Papers.
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    55. Wang, Xuexin, 2015. "A Note on Consistent Conditional Moment Tests," MPRA Paper 69005, University Library of Munich, Germany.
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    1. Patrick Kline & Andres Santos, 2013. "Sensitivity to missing data assumptions: Theory and an evaluation of the U.S. wage structure," Quantitative Economics, Econometric Society, vol. 4(2), pages 231-267, July.
    2. Paolo, NATICHIONI & Silvia LORIGA, 2008. "Short and long term evaluations of Public Employment Services in Italy," Discussion Papers (ECON - Département des Sciences Economiques) 2008030, Université catholique de Louvain, Département des Sciences Economiques.
    3. Bijwaard, Govert, 2021. "Educational Differences in Mortality and Hospitalisation for Cardiovascular Diseases for Males," IZA Discussion Papers 14507, Institute of Labor Economics (IZA).
    4. Leonardo Becchetti & Pierluigi Conzo & Alessandro Romeo, 2014. "Violence, trust, and trustworthiness: evidence from a Nairobi slum," Oxford Economic Papers, Oxford University Press, vol. 66(1), pages 283-305, January.
    5. Xin Meng & Jim Ryan, 2010. "Does a food for education program affect school outcomes? The Bangladesh case," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(2), pages 415-447, March.
    6. Brian Knaeble & Seth Dutter, 2017. "Reversals of Least-Square Estimates and Model-Invariant Estimation for Directions of Unique Effects," The American Statistician, Taylor & Francis Journals, vol. 71(2), pages 97-105, April.
    7. Matthew A Masten & Alexandre Poirier, 2023. "Choosing exogeneity assumptions in potential outcome models," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 327-349.
    8. Felfe, Christina & Lechner, Michael & Steinmayr, Andreas, 2016. "Sports and Child Development," Munich Reprints in Economics 37862, University of Munich, Department of Economics.
    9. Cecchi, Francesco & Duchoslav, Jan, 2018. "The effect of prenatal stress on cooperation: Evidence from violent conflict in Uganda," European Economic Review, Elsevier, vol. 101(C), pages 35-56.
    10. Firmin Doko Tchatoka, 2014. "Specification Tests with Weak and Invalid Instruments," School of Economics and Public Policy Working Papers 2014-05, University of Adelaide, School of Economics and Public Policy.
    11. Schmitz, H. & Westphal, M., 2013. "Short- and medium-term effects of informal care provision on health," Health, Econometrics and Data Group (HEDG) Working Papers 13/23, HEDG, c/o Department of Economics, University of York.
    12. Leonardo Becchetti & Pierluigi Conzo, 2018. "Preferences for Well-Being and Life Satisfaction," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(2), pages 775-805, April.
    13. Matthew Masten & Alexandre Poirier, 2017. "Inference on breakdown frontiers," CeMMAP working papers 20/17, Institute for Fiscal Studies.
    14. Leonardo Becchetti & Rocco Ciciretti & Iftekhar Hasan, 2013. "Corporate Social Responsibility, Stakeholder Risk, and Idiosyncratic Volatility," CEIS Research Paper 285, Tor Vergata University, CEIS, revised 16 Dec 2013.
    15. Schmitz, Hendrik & Westphal, Matthias, 2015. "Short- and medium-term effects of informal care provision on female caregivers’ health," Journal of Health Economics, Elsevier, vol. 42(C), pages 174-185.
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    18. Malay Biswas, 2017. "Are They Efficient in the Middle? Using Propensity Score Estimation for Modeling Middlemen in Indian Corporate Corruption," Journal of Business Ethics, Springer, vol. 141(3), pages 563-586, March.
    19. Yasusada Murata & Ryo Nakajima & Ryosuke Okamoto & Ryuichi Tamura, 2013. "Localized knowledge spillovers and patent citations: A distance-based approach (revised version)," GRIPS Discussion Papers 12-18, National Graduate Institute for Policy Studies.
    20. Firpo, Sergio & Galvao, Antonio F. & Parker, Thomas, 2023. "Uniform inference for value functions," Journal of Econometrics, Elsevier, vol. 235(2), pages 1680-1699.
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    22. Giovanni Nattino & Bo Lu, 2018. "Model assisted sensitivity analyses for hidden bias with binary outcomes," Biometrics, The International Biometric Society, vol. 74(4), pages 1141-1149, December.
    23. Paul R. Rosenbaum, 2007. "Sensitivity Analysis for m-Estimates, Tests, and Confidence Intervals in Matched Observational Studies," Biometrics, The International Biometric Society, vol. 63(2), pages 456-464, June.
    24. Michael A. Clemens & Claudio Montenegro & Lant Pritchett, 2016. "Bounding the Price Equivalent of Migration Barriers," Growth Lab Working Papers 67, Harvard's Growth Lab.
    25. Vikström, Johan, 2009. "Cluster sample inference using sensitivity analysis: the case with few groups," Working Paper Series 2009:15, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    26. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
    27. Oliveira, Rodrigo & Moura, Klebson & Viana, Jorge & Tigre, Robson & Sampaio, Breno, 2015. "Commute duration and health: Empirical evidence from Brazil," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 62-75.
    28. Dorothée Charlier & Bérangère Legendre, 2019. "A Multidimensional Approach to Measuring Fuel Poverty," Post-Print halshs-01957796, HAL.
    29. Nadine Levratto & Aurelien Quignon, 2021. "Innovation Performance and the Signal Effect: Evidence from a European Program," Working Papers halshs-03466903, HAL.
    30. Matthew A. Masten & Alexandre Poirier & Linqi Zhang, 2024. "Assessing Sensitivity to Unconfoundedness: Estimation and Inference," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(1), pages 1-13, January.
    31. 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.
    32. I Ciocănea-Teodorescu & E E Gabriel & A Sjölander, 2022. "Sensitivity analysis for unmeasured confounding in the estimation of marginal causal effects [Doubly robust estimation in missing data and causal inference models]," Biometrika, Biometrika Trust, vol. 109(4), pages 1101-1116.
    33. Paul R. Rosenbaum, 2015. "Bahadur Efficiency of Sensitivity Analyses in Observational Studies," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(509), pages 205-217, March.
    34. Mequanint B. Melesse & Amos Nyangira Tirra & Yabibal M. Walle & Michael Hauser, 2023. "Understanding the Determinants of Aspirations in Rural Tanzania: Does Financial Literacy Matter?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(6), pages 1294-1321, December.
    35. KITAGAWA, Toru & SAWADA, Masayuki, 2023. "Linear Regressions, Shorts to Long," Discussion Paper Series 747, Institute of Economic Research, Hitotsubashi University.
    36. Bia, Michela & Flores-Lagunes, Alfonso & Mercatanti, Andrea, 2018. "Evaluation of Language Training Programs in Luxembourg Using Principal Stratification," IZA Discussion Papers 11973, Institute of Labor Economics (IZA).
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    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Stanislav Anatolyev, 2005. "Optimal Instruments in Time Series: A Survey," Working Papers w0069, Center for Economic and Financial Research (CEFIR).
    7. Wang, Xuexin, 2016. "A New Class of Tests for Overidentifying Restrictions in Moment Condition Models," MPRA Paper 69004, University Library of Munich, Germany.
    8. 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.
    9. Otsu, Taisuke, 2011. "Moderate deviations of generalized method of moments and empirical likelihood estimators," Journal of Multivariate Analysis, Elsevier, vol. 102(8), pages 1203-1216, September.
    10. 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.
    11. Giuseppe Ragusa, 2011. "Minimum Divergence, Generalized Empirical Likelihoods, and Higher Order Expansions," Econometric Reviews, Taylor & Francis Journals, vol. 30(4), pages 406-456, August.
    12. 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.
    13. 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.
    14. 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.
    15. Tetsuya Kaji & Elena Manresa & Guillaume Pouliot, 2023. "An Adversarial Approach to Structural Estimation," Econometrica, Econometric Society, vol. 91(6), pages 2041-2063, November.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. Yuan, Ao & Xu, Jinfeng & Zheng, Gang, 2014. "On empirical likelihood statistical functions," Journal of Econometrics, Elsevier, vol. 178(P3), pages 613-623.
    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. Susanne M. Schennach, 2007. "Point estimation with exponentially tilted empirical likelihood," Papers 0708.1874, arXiv.org.
    24. Jowaheer, Vandna & Sutradhar, Brajendra, 2009. "GMM versus GQL inferences for panel count data," Statistics & Probability Letters, Elsevier, vol. 79(18), pages 1928-1934, September.
    25. Amor Keziou & Aida Toma, 2021. "A Robust Version of the Empirical Likelihood Estimator," Mathematics, MDPI, vol. 9(8), pages 1-19, April.
    26. Jonas Metzger, 2022. "Adversarial Estimators," Papers 2204.10495, arXiv.org, revised Jun 2022.
    27. Demian Pouzo, 2014. "Bootstrap Consistency for Quadratic Forms of Sample Averages with Increasing Dimension," Papers 1411.2701, arXiv.org, revised Aug 2015.
    28. 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.
    29. Seojeong Lee, 2018. "Asymptotic Refinements of a Misspecification-Robust Bootstrap for Generalized Empirical Likelihood Estimators," Papers 1806.00953, arXiv.org, revised Jun 2018.
    30. Stefan Boes, 2007. "Count Data Models with Unobserved Heterogeneity: An Empirical Likelihood Approach," SOI - Working Papers 0704, Socioeconomic Institute - University of Zurich.
    31. Geng, Shuli & Zhang, Lixin, 2024. "Decorrelated empirical likelihood for generalized linear models with high-dimensional longitudinal data," Statistics & Probability Letters, Elsevier, vol. 211(C).

  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.

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    1. 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).
    2. 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.
    3. 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.

  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. Alberto Galasso & Mark Schankerman & Carlos J. Serrano, 2011. "Trading and Enforcing Patent Rights," CEP Discussion Papers dp1072, Centre for Economic Performance, LSE.
    3. 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).
    4. 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.
    5. Mario Piacentini, 2008. "Migration Enclaves, Schooling Choices and Social Mobility," Development Working Papers 265, Centro Studi Luca d'Agliano, University of Milano.
    6. 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.
    7. 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.
    8. 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.
    9. 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, May.
    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.

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    1. 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.
    2. 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.
    3. 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.
    4. Behera, Sarthak & Sadana, Divya, 2021. "Differing Labor Supply: A Study on the Role of Culture," MPRA Paper 110753, University Library of Munich, Germany.
    5. Raj Chetty, 2006. "A New Method of Estimating Risk Aversion," American Economic Review, American Economic Association, vol. 96(5), pages 1821-1834, December.
    6. Stefania Basiglio & Maria Cristina Rossi & Arthur van Soest, 2023. "Subjective Inheritance Expectations and Economic Outcomes," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 69(4), pages 1088-1113, December.
    7. 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.
    8. 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.
    9. 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).
    10. 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.).
    11. Gaston Navarro & Axelle Ferriere, 2016. "The Heterogeneous Effects of Government Spending: It's All About Taxes," 2016 Meeting Papers 1286, Society for Economic Dynamics.
    12. Paul J. Devereux, 2004. "Changes in Relative Wages and Family Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
    13. Elinder, Mikael & Erixson, Oscar & Ohlsson, Henry, 2010. "The Effect of Inheritance Receipt on Labor and Capital Income: Evidence from Swedish Panel Data," Working Paper Series, Center for Fiscal Studies 2010:3, Uppsala University, Department of Economics.
    14. Sebastian Dyrda & Marcelo Pedroni, 2015. "Optimal Fiscal Policy in a Model with Uninsurable Idiosyncratic Shocks," Working Papers tecipa-550, University of Toronto, Department of Economics.
    15. 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.
    16. 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).
    17. 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.
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    19. David J. Price & Jae Song, 2018. "The Long-Term Effects of Cash Assistance," Working Papers 621, Princeton University, Department of Economics, Industrial Relations Section..
    20. 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.
    21. 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.
    22. 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.
    23. 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).
    24. 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.
    25. Imbens, Guido W., 2014. "Matching Methods in Practice: Three Examples," IZA Discussion Papers 8049, Institute of Labor Economics (IZA).
    26. Stefan Tübbicke, 2020. "Entropy Balancing for Continuous Treatments," CEPA Discussion Papers 21, Center for Economic Policy Analysis.
    27. 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).
    28. 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.
    29. 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.
    30. Magnus A. H. Gulbrandsen, 2021. "Peer effects and debt accumulation: Evidence from lottery winnings," Working Paper 2021/10, Norges Bank.
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    34. 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.
    35. 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).
    36. 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.
    37. Clément de Chaisemartin & Diego Ciccia & Xavier d'Haultfoeuille & Felix Knau, 2025. "Two-way Fixed Effects and Differences-in-Differences in Heterogeneous Adoption Designs without Stayers," SciencePo Working papers Main hal-03873937, HAL.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. Alejo, Javier & Galvao, Antonio F. & Montes-Rojas, Gabriel, 2018. "Quantile continuous treatment effects," Econometrics and Statistics, Elsevier, vol. 8(C), pages 13-36.
    43. Kopczuk, Wojciech, 2016. "U.S. capital gains and estate taxation: a status report and directions for a reform," CEPR Discussion Papers 11208, C.E.P.R. Discussion Papers.
    44. Dionissi Aliprantis & Hal Martin & Kristen Tauber, 2020. "What Determines the Success of Housing Mobility Programs?," Working Papers 20-36R, Federal Reserve Bank of Cleveland, revised 19 Oct 2022.
    45. Zhan Xu & Qingbin Meng & Song Wang, 2022. "The effect of housing boom on firm leverage evidence from China," Review of Quantitative Finance and Accounting, Springer, vol. 58(3), pages 1215-1248, April.
    46. Steven F. Koch & Evelyn Thsehla, 2022. "The impact of diabetes on labour market outcomes," Development Southern Africa, Taylor & Francis Journals, vol. 39(3), pages 424-456, May.
    47. Richard Disney & John Gathergood, 2015. "House prices wealth effect and labor supply," Discussion Papers 2015/19, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
    48. Brendan Epstein & Miles S. Kimball, 2021. "The Decline of Drudgery and the Paradox of Hard Work," NBER Working Papers 29041, National Bureau of Economic Research, Inc.
    49. Jie Chen & Mingzhi Hu, 2019. "What types of homeowners are more likely to be entrepreneurs? The evidence from China," Small Business Economics, Springer, vol. 52(3), pages 633-649, March.
    50. Frölich, Markus, 2002. "Nonparametric IV Estimation of Local Average Treatment Effects with Covariates," IZA Discussion Papers 588, Institute of Labor Economics (IZA).
    51. Melissa S. Kearney, 2005. "The Economic Winners and Losers of Legalized Gambling," NBER Working Papers 11234, National Bureau of Economic Research, Inc.
    52. David Cesarini & Erik Lindqvist & Matthew J. Notowidigdo & Robert Östling, 2015. "The Effect of Wealth on Individual and Household Labor Supply: Evidence from Swedish Lotteries," NBER Working Papers 21762, National Bureau of Economic Research, Inc.
    53. Chetty, Nadarajan & Guren, Adam & Manoli, Day & Weber, Andrea, 2013. "Does Indivisible Labor Explain the Difference between Micro and Macro Elasticities? A Meta-Analysis of Extensive Margin Elasticities," Scholarly Articles 27304826, Harvard University Department of Economics.
    54. Blau, David M. & Goodstein, Ryan, 2016. "Commitment in the Household: Evidence from the Effect of Inheritances on the Labor Supply of Older Married Couples," IZA Discussion Papers 10059, Institute of Labor Economics (IZA).
    55. Lucas Figal Garone & Alessandro Maffioli & Joao Negri & Cesar Rodriguez & Gonzalo Vázquez-Baré, 2015. "Cluster development policy, SME’s performance, and spillovers: evidence from Brazil," Small Business Economics, Springer, vol. 44(4), pages 925-948, April.
    56. Altindag, Duha T. & Filiz, S. Elif & Tekin, Erdal, 2017. "Does It Matter How and How Much Politicians are Paid?," GLO Discussion Paper Series 90, Global Labor Organization (GLO).
    57. Cantoni, Davide & Yuchtman, Noam, 2020. "Historical Natural Experiments: Bridging Economics and Economic History," CEPR Discussion Papers 14401, C.E.P.R. Discussion Papers.
    58. Paredes, Dusan & Komarek, Timothy & Loveridge, Scott, 2015. "Income and employment effects of shale gas extraction windfalls: Evidence from the Marcellus region," Energy Economics, Elsevier, vol. 47(C), pages 112-120.
    59. Mark Colas & Sebastian Findeisen & Dominik Sachs, 2018. "Optimal Need-Based Financial Aid," Opportunity and Inclusive Growth Institute Working Papers 14, Federal Reserve Bank of Minneapolis.
    60. Sankar Mukhopadhyay & Jeanne Wendel, 2013. "Evaluating an employee wellness program," International Journal of Health Economics and Management, Springer, vol. 13(3), pages 173-199, December.
    61. Dora L. Costa, 2008. "The Rise of Retirement Among African Americans: Wealth and Social Security Effects," NBER Working Papers 14462, National Bureau of Economic Research, Inc.
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    63. Lukas Mayr & Dominik Sachs & Fabian Kindermann, 2017. "Inheritance Taxation and Wealth Effects on the Labor Supply of Heirs," 2017 Meeting Papers 1046, Society for Economic Dynamics.
    64. Bénédicte Apouey & Andrew E. Clark, 2015. "Winning Big but Feeling no Better? The Effect of Lottery Prizes on Physical and Mental Health," Post-Print halshs-01155641, HAL.
    65. Titus Galama & Hans van Kippersluis, 2010. "A Theory of Socioeconomic Disparities in Health Over the Life Cycle," Working Papers WR-773, RAND Corporation.
    66. Vikström, Johan, 2009. "Cluster sample inference using sensitivity analysis: the case with few groups," Working Paper Series 2009:15, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    67. Robert Östling & Erik Lindqvist & David Cesarini & Joseph Briggs, 2016. "Wealth, Portfolio Allocations, and Risk Preference," 2016 Meeting Papers 1089, Society for Economic Dynamics.
    68. Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
    69. Sumit Agarwal & Vyacheslav Mikhed & Barry Scholnick, 2016. "Does inequality cause financial distress? Evidence from lottery winners and neighboring bankruptcies," Working Papers 16-4, Federal Reserve Bank of Philadelphia.
    70. Gopi Shah Goda & John B. Shoven & Sita Nataraj Slavov, 2010. "Does Stock Market Performance Influence Retirement Intentions?," NBER Working Papers 16211, National Bureau of Economic Research, Inc.
    71. Naci Mocan & Duha T. Altindag, 2011. "Is Leisure a Normal Good? Evidence from the European Parliament," Koç University-TUSIAD Economic Research Forum Working Papers 1120, Koc University-TUSIAD Economic Research Forum.
    72. Robert E. Hall, 2009. "Reconciling Cyclical Movements in the Marginal Value of Time and the Marginal Product of Labor," Journal of Political Economy, University of Chicago Press, vol. 117(2), pages 281-323, April.
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    74. Katrine Marie Jakobsen & Jakob Egholt Søgaard, 2020. "Identifying Behavioral Responses to Tax Reforms: New Insights and a New Approach," CEBI working paper series 20-23, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    75. Jeffrey R. Brown & Courtney C. Coile & Scott J. Weisbenner, 2006. "The Effect of Inheritance Receipt on Retirement," NBER Working Papers 12386, National Bureau of Economic Research, Inc.
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    77. Jason P. Brown, 2021. "Response of Consumer Debt to Income Shocks: The Case of Energy Booms and Busts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(7), pages 1629-1675, October.
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    81. Peter Kuhn & Peter Kooreman & Adriaan Soetevent & Arie Kapteyn, 2011. "The Effects of Lottery Prizes on Winners and Their Neighbors: Evidence from the Dutch Postcode Lottery," American Economic Review, American Economic Association, vol. 101(5), pages 2226-2247, August.
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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," Post-Print halshs-00305308, HAL.
    3. Hidehiko Ichimura & Christopher R. Taber, 2000. "Direct Estimation of Policy Impacts," NBER Technical Working Papers 0254, National Bureau of Economic Research, Inc.
    4. David Blau & Erdal Tekin, 2003. "The Determinants and Consequences of Child Care Subsidies for Single Mothers," NBER Working Papers 9665, National Bureau of Economic Research, Inc.
    5. 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.
    6. Heckman, James J., 2001. "Econometrics and empirical economics," Journal of Econometrics, Elsevier, vol. 100(1), pages 3-5, January.
    7. Alberto Bisin & Andrea Moro, 2020. "LATE for History," NBER Working Papers 28113, National Bureau of Economic Research, Inc.
    8. 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).

  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.
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    182. 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.
    183. Francesco Filippucci, 2022. "What Do NEETs Need? The Effect of Combining Activation Policies and Cash Transfers," PSE Working Papers halshs-03524083, HAL.
    184. 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.
    185. 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.
    186. 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.
    187. 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.

  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. 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.
    3. 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.
    4. Kalwij, Adriaan, 2001. "Individuals' Unemployment Experiences: Heterogeneity and Business Cycle Effects," IZA Discussion Papers 370, Institute of Labor Economics (IZA).
    5. 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.
    6. Hesselius, Patrik, 2003. "Does Sick Absence Increase the Risk of Unemployment?," Working Paper Series 2003:15, Uppsala University, Department of Economics.
    7. Charles W. Calomiris & Joseph R. Mason, 2001. "Causes of U.S. bank distress during the depression," Proceedings 714, Federal Reserve Bank of Chicago.
    8. Gerard J. van den Berg & Bas van der Klaauw, 1998. "Combining Micro and Macro Unemployment Duration Data," Tinbergen Institute Discussion Papers 98-098/3, Tinbergen Institute.
    9. Imbens, Guido W. & Lynch, Lisa M., 2006. "Re-Employment Probabilities over the Business Cycle," IZA Discussion Papers 2167, Institute of Labor Economics (IZA).
    10. Kalwij, Adriaan, 2001. "Individuals' Unemployment Durations over the Business Cycle," IZA Discussion Papers 369, Institute of Labor Economics (IZA).
    11. 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.
    12. 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.
    13. 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.
    14. 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).

  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. Tabasso, Domenico, 2011. "Temporary Contracts and Monopsony Power in the UK Labour Market," IZA Discussion Papers 5867, Institute of Labor Economics (IZA).
    2. 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).
    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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