Correcting for Misclassied Binary Regressors Using Instrumental Variables
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- Steven J. Haider & Melvin Stephens Jr., 2020. "Correcting for Misclassified Binary Regressors Using Instrumental Variables," NBER Working Papers 27797, National Bureau of Economic Research, Inc.
References listed on IDEAS
- 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.
- Janet Currie & Jonathan Gruber, 1996.
"Health Insurance Eligibility, Utilization of Medical Care, and Child Health,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 431-466.
- Janet Currie & Jonathan Gruber, 1995. "Health Insurance Eligibility, Utilization of Medical care, and Child Health," NBER Working Papers 5052, National Bureau of Economic Research, Inc.
- Battistin, Erich & De Nadai, Michele & Sianesi, Barbara, 2014.
"Misreported schooling, multiple measures and returns to educational qualifications,"
Journal of Econometrics, Elsevier, vol. 181(2), pages 136-150.
- Battistin, Erich & De Nadai, Michele & Sianesi, Barbara, 2012. "Misreported Schooling, Multiple Measures and Returns to Educational Qualifications," IZA Discussion Papers 6337, Institute of Labor Economics (IZA).
- Nguimkeu, Pierre & Denteh, Augustine & Tchernis, Rusty, 2019.
"On the estimation of treatment effects with endogenous misreporting,"
Journal of Econometrics, Elsevier, vol. 208(2), pages 487-506.
- Pierre Nguimkeu & Augustine Denteh & Rusty Tchernis, 2017. "On the Estimation of Treatment Effects with Endogenous Misreporting," NBER Working Papers 24117, National Bureau of Economic Research, Inc.
- Pierre Nguimkeu & Augustine Denteh & Rusty Tchernis, 2018. "On the Estimation of Treatment Effects with Endogenous Misreporting," Working Papers 2018-019, Human Capital and Economic Opportunity Working Group.
- Nguimkeu, Pierre & Denteh, Augustine & Tchernis, Rusty, 2018. "On the Estimation of Treatment Effects with Endogenous Misreporting," IZA Discussion Papers 11426, Institute of Labor Economics (IZA).
- 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.
- Arthur Lewbel, 2007.
"Estimation of Average Treatment Effects with Misclassification,"
Econometrica, Econometric Society, vol. 75(2), pages 537-551, March.
- Arthur Lewbel, 2003. "Estimation of Average Treatment Effects With Misclassification," Boston College Working Papers in Economics 556, Boston College Department of Economics, revised 04 Sep 2006.
- Arthur Lewbel, 2004. "Estimation of Average Treatment Effects With Misclassification," Econometric Society 2004 North American Winter Meetings 210, Econometric Society.
- Thomas J. Kane & Cecilia Elena Rouse & Douglas Staiger, 1999.
"Estimating Returns to Schooling When Schooling is Misreported,"
NBER Working Papers
7235, National Bureau of Economic Research, Inc.
- Thomas J. Kane & Cecilia E. Rouse & Douglas Staiger, 1999. "Estimating Returns to Schooling When Schooling is Misreported," Working Papers 798, Princeton University, Department of Economics, Industrial Relations Section..
- Bollinger, Christopher R., 1996. "Bounding mean regressions when a binary regressor is mismeasured," Journal of Econometrics, Elsevier, vol. 73(2), pages 387-399, August.
- 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.
- 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.
- Gross, Tal & Notowidigdo, Matthew J., 2011.
"Health insurance and the consumer bankruptcy decision: Evidence from expansions of Medicaid,"
Journal of Public Economics, Elsevier, vol. 95(7-8), pages 767-778, August.
- Gross, Tal & Notowidigdo, Matthew J., 2011. "Health insurance and the consumer bankruptcy decision: Evidence from expansions of Medicaid," Journal of Public Economics, Elsevier, vol. 95(7), pages 767-778.
- 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).
- repec:fth:prinin:419 is not listed on IDEAS
- DiTraglia, Francis J. & García-Jimeno, Camilo, 2019. "Identifying the effect of a mis-classified, binary, endogenous regressor," Journal of Econometrics, Elsevier, vol. 209(2), pages 376-390.
- Angrist, Joshua D. & Krueger, Alan B., 1999.
"Empirical strategies in labor economics,"
Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366,
Elsevier.
- Alan B. Krueger & Joshua D. Angrist, 1998. "Empirical Strategies in Labor Economics," Working Papers 780, Princeton University, Department of Economics, Industrial Relations Section..
- Joshua Angrist & Alan Krueger, 1998. "Empirical Strategies in Labor Economics," Working papers 98-7, Massachusetts Institute of Technology (MIT), Department of Economics.
- 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.
- Christian N. Brinch & Magne Mogstad & Matthew Wiswall, 2017.
"Beyond LATE with a Discrete Instrument,"
Journal of Political Economy, University of Chicago Press, vol. 125(4), pages 985-1039.
- Christian N. Brinch & Magne Mogstad & Matthew Wiswall, 2012. "Beyond LATE with a discrete instrument. Heterogeneity in the quantity-quality interaction of children," Discussion Papers 703, Statistics Norway, Research Department.
- Olsen, Randall J, 1980. "A Least Squares Correction for Selectivity Bias," Econometrica, Econometric Society, vol. 48(7), pages 1815-1820, November.
- Bound, John & Brown, Charles & Mathiowetz, Nancy, 2001. "Measurement error in survey data," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 59, pages 3705-3843, Elsevier.
- Frazis, Harley & Loewenstein, Mark A., 2003. "Estimating linear regressions with mismeasured, possibly endogenous, binary explanatory variables," Journal of Econometrics, Elsevier, vol. 117(1), pages 151-178, November.
- Federico A. Bugni & Ivan A. Canay & Xiaoxia Shi, 2017. "Inference for subvectors and other functions of partially identified parameters in moment inequality models," Quantitative Economics, Econometric Society, vol. 8(1), pages 1-38, March.
- Donald W. K. Andrews & Gustavo Soares, 2010.
"Inference for Parameters Defined by Moment Inequalities Using Generalized Moment Selection,"
Econometrica, Econometric Society, vol. 78(1), pages 119-157, January.
- Donald W.K. Andrews & Gustavo Soares, 2007. "Inference for Parameters Defined by Moment Inequalities Using Generalized Moment Selection," Cowles Foundation Discussion Papers 1631, Cowles Foundation for Research in Economics, Yale University.
- Mellow, Wesley & Sider, Hal, 1983. "Accuracy of Response in Labor Market Surveys: Evidence and Implications," Journal of Labor Economics, University of Chicago Press, vol. 1(4), pages 331-344, October.
- 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).
- Aprajit Mahajan, 2006. "Identification and Estimation of Regression Models with Misclassification," Econometrica, Econometric Society, vol. 74(3), pages 631-665, May.
- Thomas J. Kane & Cecilia Rouse & Douglas Staiger, 1999. "Estimating Returns to Schooling When Schooling is Misreported," Working Papers 798, Princeton University, Department of Economics, Industrial Relations Section..
- Klepper, Steven, 1988. "Bounding the effects of measurement error in regressions involving dichotomous variables," Journal of Econometrics, Elsevier, vol. 37(3), pages 343-359, March.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Acerenza, Santiago & Ban, Kyunghoon & Kedagni, Desire, 2021. "Marginal Treatment Effects with Misclassified Treatment," ISU General Staff Papers 202106180700001132, Iowa State University, Department of Economics.
- Akanksha Negi & Digvijay Singh Negi, 2022. "Difference-in-Differences with a Misclassified Treatment," Papers 2208.02412, arXiv.org.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Akanksha Negi & Digvijay Singh Negi, 2022. "Difference-in-Differences with a Misclassified Treatment," Papers 2208.02412, arXiv.org.
- Francis J. DiTraglia & Camilo Garcia-Jimeno, 2020. "Identifying the effect of a mis-classified, binary, endogenous regressor," Papers 2011.07272, arXiv.org.
- Tommasi, Denni & Zhang, Lina, 2024.
"Bounding program benefits when participation is misreported,"
Journal of Econometrics, Elsevier, vol. 238(1).
- Tommasi, Denni & Zhang, Lina, 2020. "Bounding Program Benefits When Participation Is Misreported," IZA Discussion Papers 13430, Institute of Labor Economics (IZA).
- 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.
- DiTraglia, Francis J. & García-Jimeno, Camilo, 2019. "Identifying the effect of a mis-classified, binary, endogenous regressor," Journal of Econometrics, Elsevier, vol. 209(2), pages 376-390.
- Wossen, Tesfamicheal & Abay, Kibrom A. & Abdoulaye, Tahirou, 2022. "Misperceiving and misreporting input quality: Implications for input use and productivity," Journal of Development Economics, Elsevier, vol. 157(C).
- 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.
- 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.
- Francis J. DiTraglia & Camilo García-Jimeno, 2017. "Mis-classified, Binary, Endogenous Regressors: Identification and Inference," NBER Working Papers 23814, National Bureau of Economic Research, Inc.
- Kasahara, Hiroyuki & Shimotsu, Katsumi, 2022.
"Identification Of Regression Models With A Misclassified And Endogenous Binary Regressor,"
Econometric Theory, Cambridge University Press, vol. 38(6), pages 1117-1139, December.
- Hiroyuki Kasahara & Katsumi Shimotsu, 2019. "Identification of Regression Models with a Misclassified and Endogenous Binary Regressor," Papers 1904.11143, arXiv.org, revised Aug 2021.
- Francis DiTraglia & Camilo Garcia-Jimeno, 2015. "On Mis-measured Binary Regressors: New Results And Some Comments on the Literature, Third Version," PIER Working Paper Archive 15-040, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 24 Nov 2015.
- Battistin, Erich & De Nadai, Michele & Sianesi, Barbara, 2014.
"Misreported schooling, multiple measures and returns to educational qualifications,"
Journal of Econometrics, Elsevier, vol. 181(2), pages 136-150.
- Battistin, Erich & De Nadai, Michele & Sianesi, Barbara, 2012. "Misreported Schooling, Multiple Measures and Returns to Educational Qualifications," IZA Discussion Papers 6337, Institute of Labor Economics (IZA).
- Acerenza, Santiago & Ban, Kyunghoon & Kedagni, Desire, 2021. "Marginal Treatment Effects with Misclassified Treatment," ISU General Staff Papers 202106180700001132, Iowa State University, Department of Economics.
- Orville Mondal & Rui Wang, 2024. "Partial Identification of Binary Choice Models with Misreported Outcomes," Papers 2401.17137, arXiv.org.
- Francis J. DiTraglia & Camilo Garcia-Jimeno, 2020. "A Framework for Eliciting, Incorporating, and Disciplining Identification Beliefs in Linear Models," Papers 2011.07276, arXiv.org.
- Christian vom Lehn & Cache Ellsworth & Zachary Kroff, 2022.
"Reconciling Occupational Mobility in the Current Population Survey,"
Journal of Labor Economics, University of Chicago Press, vol. 40(4), pages 1005-1051.
- vom Lehn, Christian & Ellsworth, Cache & Kroff, Zachary, 2020. "Reconciling Occupational Mobility in the Current Population Survey," IZA Discussion Papers 13509, Institute of Labor Economics (IZA).
- Molinari, Francesca, 2008.
"Partial identification of probability distributions with misclassified data,"
Journal of Econometrics, Elsevier, vol. 144(1), pages 81-117, May.
- Molinari, Francesca, 2005. "Partial Identification of Probability Distributions with Misclassified Data," Working Papers 05-10, Cornell University, Center for Analytic Economics.
- Battistin, Erich & De Nadai, Michele & Vuri, Daniela, 2017.
"Counting rotten apples: Student achievement and score manipulation in Italian elementary Schools,"
Journal of Econometrics, Elsevier, vol. 200(2), pages 344-362.
- Battistin, Erich & De Nadai, Michele & Vuri, Daniela, 2014. "Counting Rotten Apples: Student Achievement and Score Manipulation in Italian Elementary Schools," IZA Discussion Papers 8405, Institute of Labor Economics (IZA).
- Erich Battistin & Michele De Nadai & Daniela Vuri, 2014. "Counting Rotten Apples: Student Achievement and Score Manipulation in Italian Elementary Schools," CEIS Research Paper 329, Tor Vergata University, CEIS, revised 08 Sep 2014.
- Erich Battistin & Michele De Nadai & Daniela Vuri, 2014. "Counting Rotten Apples: Student Achievement and Score Manipulation in Italian Elementary Schools," FBK-IRVAPP Working Papers 2014-05, Research Institute for the Evaluation of Public Policies (IRVAPP), Bruno Kessler Foundation.
- Battistin, Erich & De Nadai, Michele & Vuri, Daniela, 2016. "Counting Rotten Apples: Student Achievement and Score Manipulation in Italian Elementary Schools," CEPR Discussion Papers 11667, C.E.P.R. Discussion Papers.
- Nguimkeu, Pierre & Denteh, Augustine & Tchernis, Rusty, 2019.
"On the estimation of treatment effects with endogenous misreporting,"
Journal of Econometrics, Elsevier, vol. 208(2), pages 487-506.
- Pierre Nguimkeu & Augustine Denteh & Rusty Tchernis, 2017. "On the Estimation of Treatment Effects with Endogenous Misreporting," NBER Working Papers 24117, National Bureau of Economic Research, Inc.
- Pierre Nguimkeu & Augustine Denteh & Rusty Tchernis, 2018. "On the Estimation of Treatment Effects with Endogenous Misreporting," Working Papers 2018-019, Human Capital and Economic Opportunity Working Group.
- Nguimkeu, Pierre & Denteh, Augustine & Tchernis, Rusty, 2018. "On the Estimation of Treatment Effects with Endogenous Misreporting," IZA Discussion Papers 11426, Institute of Labor Economics (IZA).
- Francis DiTraglia & Camilo Garcia-Jimeno, 2015. "On Mis-measured Binary Regressors: New Results And Some Comments on the Literature, Second Version," PIER Working Paper Archive 15-039, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 11 Nov 2015.
- Erich Battistin & Barbara Sianesi, 2006. "Misreported schooling and returns to education: evidence from the UK," CeMMAP working papers CWP07/06, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
More about this item
Keywords
misclassification; measurement error; instrumental variables;All these keywords.
JEL classification:
- C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
- C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp13593. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.