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Using Instrumental Variables for Inference About Policy Relevant Treatment Parameters
Citations
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Cited by:
- Thomas Carr & Toru Kitagawa, 2021. "Testing Instrument Validity with Covariates," Papers 2112.08092, arXiv.org, revised Sep 2023.
- Patrick Kline & Christopher R. Walters, 2019.
"On Heckits, LATE, and Numerical Equivalence,"
Econometrica, Econometric Society, vol. 87(2), pages 677-696, March.
- Patrick Kline & Christopher R. Walters, 2017. "On Heckits, LATE, and Numerical Equivalence," Papers 1706.05982, arXiv.org, revised Oct 2018.
- Patrick M. Kline & Christopher R. Walters, 2018. "On Heckits, LATE, and Numerical Equivalence," NBER Working Papers 24477, National Bureau of Economic Research, Inc.
- Patrick Kline & Christopher R. Walters, 2018. "On Heckits, LATE, and Numerical Equivalence," CESifo Working Paper Series 6994, CESifo.
- Vitor Possebom, 2019. "Sharp Bounds for the Marginal Treatment Effect with Sample Selection," Papers 1904.08522, arXiv.org.
- Pietro Tebaldi & Alexander Torgovitsky & Hanbin Yang, 2023.
"Nonparametric Estimates of Demand in the California Health Insurance Exchange,"
Econometrica, Econometric Society, vol. 91(1), pages 107-146, January.
- Pietro Tebaldi & Alexander Torgovitsky & Hanbin Yang, 2019. "Nonparametric Estimates of Demand in the California Health Insurance Exchange," NBER Working Papers 25827, National Bureau of Economic Research, Inc.
- 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.
- Fabian Dunker & Stefan Hoderlein & Hiroaki Kaido, 2023. "Nonparametric identification of random coefficients in aggregate demand models for differentiated products," The Econometrics Journal, Royal Economic Society, vol. 26(2), pages 279-306.
- Ivan A. Canay & Magne Mogstad & Jack Mountjoy, 2020.
"On the Use of Outcome Tests for Detecting Bias in Decision Making,"
NBER Working Papers
27802, National Bureau of Economic Research, Inc.
- Ivan A. Canay & Magne Mogstad & Jack Mountjoy, 2020. "On the Use of Outcome Tests for Detecting Bias in Decision Making," Working Papers 2020-125, Becker Friedman Institute for Research In Economics.
- Hoshino, Tadao & Yanagi, Takahide, 2023.
"Treatment effect models with strategic interaction in treatment decisions,"
Journal of Econometrics, Elsevier, vol. 236(2).
- Tadao Hoshino & Takahide Yanagi, 2018. "Treatment Effect Models with Strategic Interaction in Treatment Decisions," Papers 1810.08350, arXiv.org, revised Feb 2023.
- Robert A. Moffitt & Matthew V. Zahn, 2019.
"The Marginal Labor Supply Disincentives of Welfare: Evidence from Administrative Barriers to Participation,"
NBER Working Papers
26028, National Bureau of Economic Research, Inc.
- Robert A. Moffitt & Matthew V. Zahn, 2022. "The Marginal Labor Supply Disincentives of Welfare: Evidence from Administrative Barriers to Participation," Papers 2202.03413, arXiv.org.
- Moffitt, Robert A. & Zahn, Matthew V., 2022. "The Marginal Labor Supply Disincentives of Welfare: Evidence from Administrative Barriers to Participation," IZA Discussion Papers 15046, Institute of Labor Economics (IZA).
- Moffitt, Robert A. & Zahn, Matthew V., 2022. "The Marginal Labor Supply Disincentives of Welfare: Evidence from Administrative Barriers to Participation," Economics Working Paper Archive 66674, The Johns Hopkins University,Department of Economics.
- Patrick Bennett & Richard Blundell & Kjell G. Salvanes, 2020.
"A second chance? Labor market returns to adult education using school reforms,"
IFS Working Papers
W20/28, Institute for Fiscal Studies.
- Bennett, Patrick & Blundell, Richard & Salvanes, Kjell Gunnar, 2020. "A Second Chance? Labor Market Returns to Adult Education Using School Reforms," Discussion Paper Series in Economics 14/2020, Norwegian School of Economics, Department of Economics.
- Patrick Bennett & Richard Blundell & Kjell Salvanes, 2020. "A Second Chance? Labor Market Returns to Adult Education Using School Reforms," Working Papers 2020-058, Human Capital and Economic Opportunity Working Group.
- Bennett, Patrick & Blundell, Richard & Salvanes, Kjell G., 2020. "A Second Chance? Labor Market Returns to Adult Education Using School Reforms," IZA Discussion Papers 13592, Institute of Labor Economics (IZA).
- Patrick Bennett & Richard Blundell & Kjell G. Salvanes, 2021. "A Second Chance? The Labor Market Outcomes of Reforming Access to Adult Education," CESifo Working Paper Series 9306, CESifo.
- Salvanes, Kjell G & Blundell, Richard & Bennett, Patrick, 2020. "A Second Chance? Labor Market Returns to Adult Education Using School Reforms," CEPR Discussion Papers 15158, C.E.P.R. Discussion Papers.
- Santiago Acerenza & Kyunghoon Ban & D'esir'e K'edagni, 2021.
"Marginal Treatment Effects with a Misclassified Treatment,"
Papers
2105.00358, arXiv.org, revised Apr 2023.
- Acerenza, Santiago & Ban, Kyunghoon & Kedagni, Desire, 2021. "Marginal Treatment Effects with Misclassified Treatment," ISU General Staff Papers 202106180700001132, Iowa State University, Department of Economics.
- Pereda-Fernández, Santiago, 2023.
"Identification and estimation of triangular models with a binary treatment,"
Journal of Econometrics, Elsevier, vol. 234(2), pages 585-623.
- 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.
- Tsuyoshi Goto, 2023.
"Do municipal mergers reduce public expenditure? Evidence from the MTE approach,"
Economics Bulletin, AccessEcon, vol. 43(3), pages 1366-1376.
- Goto, Tsuyoshi, 2022. "Do municipal mergers reduce public expenditure? Evidence from the MTE approach," MPRA Paper 114376, University Library of Munich, Germany.
- Andrews, Isaiah, 2019. "On the structure of IV estimands," Journal of Econometrics, Elsevier, vol. 211(1), pages 294-307.
- David Arnold & Will Dobbie & Peter Hull, 2022.
"Measuring Racial Discrimination in Bail Decisions,"
American Economic Review, American Economic Association, vol. 112(9), pages 2992-3038, September.
- David Arnold & Will Dobbie & Peter Hull, 2020. "Measuring Racial Discrimination in Bail Decisions," Working Papers 2020-33, Becker Friedman Institute for Research In Economics.
- Dobbie, Will & Hull, Peter & Arnold, David, 2022. "Measuring Racial Discrimination in Bail Decisions," University of California at San Diego, Economics Working Paper Series qt6f22n2h3, Department of Economics, UC San Diego.
- David Arnold & Will S. Dobbie & Peter Hull, 2020. "Measuring Racial Discrimination in Bail Decisions," NBER Working Papers 26999, National Bureau of Economic Research, Inc.
- Kamat, Vishal, 2019. "Identification with Latent Choice Sets," TSE Working Papers 19-1031, Toulouse School of Economics (TSE).
- Ity Shurtz & Alon Eizenberg & Adi Alkalay & Amnon Lahad, 2022.
"Physician workload and treatment choice: the case of primary care,"
RAND Journal of Economics, RAND Corporation, vol. 53(4), pages 763-791, December.
- Eizenberg, Alon & Shurtz, Ity & Alkalay, Adi & Lahad, Amnon, 2018. "Physician workload and treatment choice: the case of primary care," CEPR Discussion Papers 13157, C.E.P.R. Discussion Papers.
- Santiago Acerenza & Vitor Possebom & Pedro H. C. Sant'Anna, 2023. "Was Javert right to be suspicious? Unpacking treatment effect heterogeneity of alternative sentences on time-to-recidivism in Brazil," Papers 2311.13969, arXiv.org, revised May 2024.
- Koichiro Ito & Takanori Ida & Makoto Tanaka, 2023.
"Selection on Welfare Gains: Experimental Evidence from Electricity Plan Choice,"
American Economic Review, American Economic Association, vol. 113(11), pages 2937-2973, November.
- Koichiro Ito & Takanori Ida & Makoto Tanaka, 2021. "Selection on Welfare Gains: Experimental Evidence from Electricity Plan Choice," NBER Working Papers 28413, National Bureau of Economic Research, Inc.
- Koichiro Ito & Takanori Ida & Makoto Tanaka, 2021. "Selection on Welfare Gains: Experimental Evidence from Electricity Plan Choice," Working Papers 2021-12, Becker Friedman Institute for Research In Economics.
- ITO Koichiro & IDA Takanori & TANAKA Makoto, 2021. "Selection on Welfare Gains: Experimental Evidence from Electricity Plan Choice," Discussion papers 21008, Research Institute of Economy, Trade and Industry (RIETI).
- Matthias Westphal & Daniel A Kamhöfer & Hendrik Schmitz, 2022.
"Marginal College Wage Premiums Under Selection Into Employment,"
The Economic Journal, Royal Economic Society, vol. 132(646), pages 2231-2272.
- Westphal, Matthias & Kamhöfer, Daniel A. & Schmitz, Hendrik, 2020. "Marginal college wage premiums under selection into employment," DICE Discussion Papers 341, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
- Westphal, Matthias & Kamhöfer, Daniel A. & Schmitz, Hendrik, 2020. "Marginal College Wage Premiums under Selection into Employment," IZA Discussion Papers 13382, Institute of Labor Economics (IZA).
- Matthias Westphal & Daniel A. Kamhöfer & Hendrik Schmitz, 2020. "Marginal College Wage Premiums under Selection into Employment," Working Papers CIE 133, Paderborn University, CIE Center for International Economics.
- Westphal, Matthias & Kamhöfer, Daniel A. & Schmitz, Hendrik, 2020. "Marginal college wage premiums under selection into employment," Ruhr Economic Papers 855, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Hugo Reis & Emilio Borghesan, 2022.
"Learning Through Repetition? A Dynamic Evaluation of Grade Retention in Portugal,"
Working Papers
w202220, Banco de Portugal, Economics and Research Department.
- Emilio Borghesan & Hugo Reis & Petra E. Todd, 2022. "Learning Through Repetition? A Dynamic Evaluation of Grade Retention in Portugal," PIER Working Paper Archive 22-030, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Yan Liu, 2022. "Policy Learning under Endogeneity Using Instrumental Variables," Papers 2206.09883, arXiv.org, revised Mar 2024.
- Timothy B. Armstrong & Michal Kolesár, 2021.
"Sensitivity analysis using approximate moment condition models,"
Quantitative Economics, Econometric Society, vol. 12(1), pages 77-108, January.
- Timothy B. Armstrong & Michal Koles'r, 2018. "Sensitivity Analysis using Approximate Moment Condition Models," Cowles Foundation Discussion Papers 2158, Cowles Foundation for Research in Economics, Yale University.
- Timothy B. Armstrong & Michal Kolesár, 2020. "Sensitivity Analysis using Approximate Moment Condition Models," Working Papers 2020-28, Princeton University. Economics Department..
- Timothy B. Armstrong & Michal Koles'ar, 2018. "Sensitivity Analysis using Approximate Moment Condition Models," Papers 1808.07387, arXiv.org, revised Jul 2020.
- Timothy B. Armstrong & Michal Koles'r, 2018. "Sensitivity Analysis using Approximate Moment Condition Models," Cowles Foundation Discussion Papers 2158R, Cowles Foundation for Research in Economics, Yale University, revised Feb 2019.
- Caio Waisman & Brett R. Gordon, 2023. "Multi-cell experiments for marginal treatment effect estimation of digital ads," Papers 2302.13857, arXiv.org, revised Jan 2024.
- Vishal Kamat & Samuel Norris, 2020. "Estimating Welfare Effects in a Nonparametric Choice Model: The Case of School Vouchers," Papers 2002.00103, arXiv.org, revised Jan 2023.
- Yuya Sasaki & Takuya Ura, 2020. "Welfare Analysis via Marginal Treatment Effects," Papers 2012.07624, arXiv.org.
- Philip Marx, 2020. "Sharp Bounds in the Latent Index Selection Model," Papers 2012.02390, arXiv.org, revised Apr 2023.
- Timothy Christensen & Hyungsik Roger Moon & Frank Schorfheide, 2022. "Optimal Decision Rules when Payoffs are Partially Identified," Papers 2204.11748, arXiv.org, revised May 2023.
- Deniz Dutz & Ingrid Huitfeldt & Santiago Lacouture & Magne Mogstad & Alexander Torgovitsky & Winnie van Dijk, 2021.
"Selection in Surveys,"
NBER Working Papers
29549, National Bureau of Economic Research, Inc.
- Deniz Dutz & Ingrid Huitfeldt & Santiago Lacouture & Magne Mogstad & Alexander Torgovitsky & Winnie van Dijk, 2021. "Selection in Surveys," Discussion Papers 971, Statistics Norway, Research Department.
- Bruce E. Hansen & Seojeong Lee, 2021. "Inference for Iterated GMM Under Misspecification," Econometrica, Econometric Society, vol. 89(3), pages 1419-1447, May.
- 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.
- Jorge Rodríguez & Fernando Saltiel & Sergio Urzúa, 2022.
"Dynamic treatment effects of job training,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(2), pages 242-269, March.
- Jorge Rodríguez & Fernando Saltiel & Sergio S. Urzúa, 2018. "Dynamic Treatment Effects of Job Training," NBER Working Papers 25408, National Bureau of Economic Research, Inc.
- Robert W. Hahn & Robert D. Metcalfe, 2021.
"Efficiency and Equity Impacts of Energy Subsidies,"
American Economic Review, American Economic Association, vol. 111(5), pages 1658-1688, May.
- Robert Hahn & Robert Metcalfe, 2021. "Efficiency and Equity Impacts of Energy Subsidies," Natural Field Experiments 00724, The Field Experiments Website.
- Robert W. Hahn & Robert D. Metcalfe, 2021. "Efficiency and Equity Impacts of Energy Subsidies," NBER Working Papers 28371, National Bureau of Economic Research, Inc.
- Manu Navjeevan & Rodrigo Pinto & Andres Santos, 2023. "Identification and Estimation in a Class of Potential Outcomes Models," Papers 2310.05311, arXiv.org.
- Elisa Gerten & Michael Beckmann & Elisa Gerten & Matthias Kräkel, 2022.
"Information and Communication Technology, Hierarchy, and Job Design,"
ECONtribute Discussion Papers Series
189, University of Bonn and University of Cologne, Germany.
- Gerten, Elisa & Beckmann, Michael & Kräkel, Matthias, 2022. "Information and Communication Technology, Hierarchy, and Job Design," IZA Discussion Papers 15491, Institute of Labor Economics (IZA).
- Luther Yap, 2022. "Sensitivity of Policy Relevant Treatment Parameters to Violations of Monotonicity," Working Papers 655, Princeton University, Department of Economics, Industrial Relations Section..
- Francesca Molinari, 2020.
"Microeconometrics with Partial Identification,"
Papers
2004.11751, arXiv.org.
- Francesca Molinari, 2020. "Microeconometrics with Partial Identi?cation," CeMMAP working papers CWP15/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Heller, Sara B., 2022. "When scale and replication work: Learning from summer youth employment experiments," Journal of Public Economics, Elsevier, vol. 209(C).
- 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).
- Gathmann, Christina & Vonnahme, Christina & Busse, Anna & Kim, Jongoh, 2021.
"Marginal returns to citizenship and educational performance,"
Ruhr Economic Papers
920, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Gathmann, Christina & Vonnahme, Christina & Kim, Jongoh & Busse, Anna, 2021. "Marginal Returns to Citizenship and Educational Performance," CEPR Discussion Papers 16636, C.E.P.R. Discussion Papers.
- 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.
- Florian Gunsilius, 2019. "A path-sampling method to partially identify causal effects in instrumental variable models," Papers 1910.09502, arXiv.org, revised Jun 2020.
- 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.
- Isaiah Andrews & Jonathan Roth & Ariel Pakes, 2019. "Inference for Linear Conditional Moment Inequalities," NBER Working Papers 26374, National Bureau of Economic Research, Inc.
- Isaiah Andrews & Jonathan Roth & Ariel Pakes, 2019. "Inference for Linear Conditional Moment Inequalities," Papers 1909.10062, arXiv.org, revised Dec 2022.
- Sebastian Himmler & Jannis Stöckel & Job van Exel & Werner B. F. Brouwer, 2021. "The value of health—Empirical issues when estimating the monetary value of a quality‐adjusted life year based on well‐being data," Health Economics, John Wiley & Sons, Ltd., vol. 30(8), pages 1849-1870, August.
- Bartalotti, Otávio & Kédagni, Désiré & Possebom, Vitor, 2023.
"Identifying marginal treatment effects in the presence of sample selection,"
Journal of Econometrics, Elsevier, vol. 234(2), pages 565-584.
- Bartalotti, Otávio & Kedagni, Desire & Possebom, Vitor, 2019. "Identifying Marginal Treatment Effects in the Presence of Sample Selection," ISU General Staff Papers 201909150700001080, Iowa State University, Department of Economics.
- Ot'avio Bartalotti & D'esir'e K'edagni & Vitor Possebom, 2021. "Identifying Marginal Treatment Effects in the Presence of Sample Selection," Papers 2112.07014, arXiv.org.
- Bartalotti, Otávio & Kédagni, Désiré & Possebom, Vítor Augusto, 2021. "Identifying Marginal Treatment Effects in the Presence of Sample Selection," IZA Discussion Papers 14428, Institute of Labor Economics (IZA).
- Haitian Xie, 2020. "Efficient and Robust Estimation of the Generalized LATE Model," Papers 2001.06746, arXiv.org, revised Feb 2022.
- Kitagawa, Toru, 2021. "The identification region of the potential outcome distributions under instrument independence," Journal of Econometrics, Elsevier, vol. 225(2), pages 231-253.
- Zhewen Pan & Zhengxin Wang & Junsen Zhang & Yahong Zhou, 2024. "Marginal treatment effects in the absence of instrumental variables," Papers 2401.17595, arXiv.org.
- Francesca Molinari, 2019. "Econometrics with Partial Identification," CeMMAP working papers CWP25/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Nibbering, Didier & Oosterveen, Matthijs & Silva, Pedro Luís, 2022. "Clustered Local Average Treatment Effects: Fields of Study and Academic Student Progress," IZA Discussion Papers 15159, Institute of Labor Economics (IZA).
- Vitor Possebom, 2021. "Crime and Mismeasured Punishment: Marginal Treatment Effect with Misclassification," Papers 2106.00536, arXiv.org, revised Jul 2023.
- Songnian Chen & Shakeeb Khan & Xun Tang, 2022. "Endogeneity in Weakly Separable Models without Monotonicity," Papers 2208.05047, arXiv.org.
- Stephen Coussens & Jann Spiess, 2021. "Improving Inference from Simple Instruments through Compliance Estimation," Papers 2108.03726, arXiv.org.
- Leonard Goff, 2020. "A Vector Monotonicity Assumption for Multiple Instruments," Papers 2009.00553, arXiv.org, revised Mar 2024.
- Matthew A. Masten & Alexandre Poirier, 2021.
"Salvaging Falsified Instrumental Variable Models,"
Econometrica, Econometric Society, vol. 89(3), pages 1449-1469, May.
- Matthew A. Masten & Alexandre Poirier, 2018. "Salvaging Falsified Instrumental Variable Models," Papers 1812.11598, arXiv.org, revised Jan 2020.
- Yu-Chang Chen & Haitian Xie, 2022. "Personalized Subsidy Rules," Papers 2202.13545, arXiv.org, revised Mar 2022.
- Vishal Kamat & Samuel Norris & Matthew Pecenco, 2023. "Identification in Multiple Treatment Models under Discrete Variation," Papers 2307.06174, arXiv.org.
- van ’t Hoff, Nadja & Lewbel, Arthur & Mellace, Giovanni, 2023.
"Limited Monotonicity and the Combined Compliers LATE,"
Discussion Papers on Economics
2/2023, University of Southern Denmark, Department of Economics.
- Nadja van ’t Hoff & Arthur Lewbel & Giovanni Mellace, 2023. "Limited Monotonicity and the Combined Compliers LATE," Boston College Working Papers in Economics 1059, Boston College Department of Economics, revised 25 Apr 2024.
- Humlum, Anders & Munch, Jakob R. & Rasmussen, Mette, 2023. "What Works for the Unemployed? Evidence from Quasi-Random Caseworker Assignments," IZA Discussion Papers 16033, Institute of Labor Economics (IZA).
- Harold D. Chiang & Kengo Kato & Yuya Sasaki & Takuya Ura, 2021. "Linear programming approach to nonparametric inference under shape restrictions: with an application to regression kink designs," Papers 2102.06586, arXiv.org.
- Thomas M. Russell, 2020. "Policy Transforms and Learning Optimal Policies," Papers 2012.11046, arXiv.org.
- Ashesh Rambachan & Neil Shephard, 2019. "Econometric analysis of potential outcomes time series: instruments, shocks, linearity and the causal response function," Papers 1903.01637, arXiv.org, revised Feb 2020.
- Santiago Acerenza, 2021. "Partial Identification of Marginal Treatment Effects with discrete instruments and misreported treatment," Papers 2110.06285, arXiv.org, revised Mar 2023.
- Jiafeng Chen, 2021. "Nonparametric Treatment Effect Identification in School Choice," Papers 2112.03872, arXiv.org, revised Oct 2023.