Local Average and Marginal Treatment Effects with a Misclassified Treatment
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- Brent Kreider, 2010.
"Regression Coefficient Identification Decay in The Presence of Infrequent Classification Errors,"
The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 1017-1023, November.
- Kreider, Brent, 2007. "Regression Coefficient Identification Decay in the Presence of Infrequent Classification Errors," Staff General Research Papers Archive 12822, Iowa State University, Department of Economics.
- Kreider, Brent, 2010. "Regression Coefficient Identification Decay in The Presence of Infrequent Classification Errors," ISU General Staff Papers 201011010700001631, Iowa State University, Department of Economics.
- Aigner, Dennis J., 1973. "Regression with a binary independent variable subject to errors of observation," Journal of Econometrics, Elsevier, vol. 1(1), pages 49-59, March.
- Tommasi, Denni & Zhang, Lina, 2024.
"Bounding program benefits when participation is misreported,"
Journal of Econometrics, Elsevier, vol. 238(1).
- Denni Tommasi & Lina Zhang, 2020. "Bounding Program Benefits When Participation is Misreported," Monash Econometrics and Business Statistics Working Papers 24/20, Monash University, Department of Econometrics and Business Statistics.
- Tommasi, Denni & Zhang, Lina, 2020. "Bounding Program Benefits When Participation Is Misreported," IZA Discussion Papers 13430, Institute of Labor Economics (IZA).
- Ismaël Mourifié & Marc Henry & Romuald Méango, 2020.
"Sharp Bounds and Testability of a Roy Model of STEM Major Choices,"
Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 3220-3283.
- Ismael Mourifie & Marc Henry & Romuald Meango, 2017. "Sharp bounds and testability of a Roy model of STEM major choices," Papers 1709.09284, arXiv.org, revised Nov 2019.
- Ismael Mourifié & Marc Henry & Romuald Méango, 2018. "Sharp Bounds and Testability of a Roy Model of STEM Major Choices," Working Papers 2018-084, Human Capital and Economic Opportunity Working Group.
- Ismael Mourifie & Marc Henry & Romuald Meango, 2018. "Sharp Bounds And Testability Of A Roy Model Of Stem Major Choices," Working Papers tecipa-624, University of Toronto, Department of Economics.
- Yingyao Hu & Arthur Lewbel, 2012.
"Returns to Lying? Identifying the Effects of Misreporting When the Truth Is Unobserved,"
Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 7(2), pages 163-192, June.
- Yingyao Hu & Arthur Lewbel, 2007. "Returns to Lying? Identifying the Effects of Misreporting When the Truth is Unobserved," Boston College Working Papers in Economics 678, Boston College Department of Economics, revised 16 Jun 2009.
- 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.
- Kreider, Brent & Pepper, John & Gundersen, Craig & Jolliffe, Dean, 2012. "Identifying the Effects of SNAP (Food Stamps) on Child Health Outcomes When Participation Is Endogenous and Misreported," ISU General Staff Papers 201201010800001632, Iowa State University, Department of Economics.
- Kreider, Brent & Pepper, John V. & Gundersen, Craig & Jolliffe, Dean, 2012. "Identifying the Effects of SNAP (Food Stamps) on Child Health Outcomes When Participation is Endogenous and Misreported," Staff General Research Papers Archive 13124, Iowa State University, Department of Economics.
- Takahide Yanagi, 2019.
"Inference on local average treatment effects for misclassified treatment,"
Econometric Reviews, Taylor & Francis Journals, vol. 38(8), pages 938-960, September.
- YANAGI, Takahide & 柳, 貴英, 2017. "Inference on Local Average Treatment Effects for Misclassified Treatment," Discussion Papers 2017-02, Graduate School of Economics, Hitotsubashi University.
- Takahide Yanagi, 2018. "Inference on Local Average Treatment Effects for Misclassified Treatment," Papers 1804.03349, arXiv.org.
- AIGNER, Dennis J., 1973. "Regression with a binary independent variable subject to errors of observation," LIDAM Reprints CORE 130, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Yingyao Hu & Susanne M. Schennach, 2008. "Instrumental Variable Treatment of Nonclassical Measurement Error Models," Econometrica, Econometric Society, vol. 76(1), pages 195-216, January.
- Carneiro, Pedro & Lee, Sokbae, 2009.
"Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality,"
Journal of Econometrics, Elsevier, vol. 149(2), pages 191-208, April.
- Pedro Carneiro & Sokbae (Simon) Lee, 2009. "Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality," CeMMAP working papers CWP01/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Aprajit Mahajan, 2006. "Identification and Estimation of Regression Models with Misclassification," Econometrica, Econometric Society, vol. 74(3), pages 631-665, May.
- Bollinger, Christopher R., 1996. "Bounding mean regressions when a binary regressor is mismeasured," Journal of Econometrics, Elsevier, vol. 73(2), pages 387-399, August.
- Hu, Yingyao, 2008. "Identification and estimation of nonlinear models with misclassification error using instrumental variables: A general solution," Journal of Econometrics, Elsevier, vol. 144(1), pages 27-61, May.
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Cited by:
- Santiago Acerenza, 2024.
"Partial Identification of Marginal Treatment Effects with Discrete Instruments and Misreported Treatment,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(1), pages 74-100, February.
- Santiago Acerenza, 2021. "Partial Identification of Marginal Treatment Effects with discrete instruments and misreported treatment," Papers 2110.06285, arXiv.org, revised Mar 2023.
- Vitor Possebom, 2021. "Crime and Mismeasured Punishment: Marginal Treatment Effect with Misclassification," Papers 2106.00536, arXiv.org, revised Jul 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.
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