Identification of the Binary Choice Model with Misclassification
AbstractMisclassification in binary choice (binomial response) models occurs when the dependent variable is measured with error, that is, when an actual "one" response is sometimes recorded as a zero, and vice versa. This paper shows that binary choice models with misclassification are semiparametrically identified, even when the probabilities of misclassification depend in unknown ways on model covariates, and the distribution of the errors is unknown.
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Bibliographic InfoPaper provided by Boston College Department of Economics in its series Boston College Working Papers in Economics with number 457.
Length: 8 pages
Date of creation: 31 Jan 2000
Date of revision:
Publication status: published, Econometric Theory, 2000, 16, 603-609
Contact details of provider:
Postal: Boston College, 140 Commonwealth Avenue, Chestnut Hill MA 02467 USA
Web page: http://fmwww.bc.edu/EC/
More information through EDIRC
binary choice; misclassification; measurement error; semiparametric; latent variable;
Other versions of this item:
- Lewbel, Arthur, 2000. "Identification Of The Binary Choice Model With Misclassification," Econometric Theory, Cambridge University Press, vol. 16(04), pages 603-609, August.
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
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- Andrews, Donald W.K., 1995. "Nonparametric Kernel Estimation for Semiparametric Models," Econometric Theory, Cambridge University Press, vol. 11(03), pages 560-586, June.
- Hausman, J. A. & Abrevaya, Jason & Scott-Morton, F. M., 1998. "Misclassification of the dependent variable in a discrete-response setting," Journal of Econometrics, Elsevier, vol. 87(2), pages 239-269, September.
- Brown, James N & Light, Audrey, 1992. "Interpreting Panel Data on Job Tenure," Journal of Labor Economics, University of Chicago Press, vol. 10(3), pages 219-57, July.
- repec:cup:etheor:v:11:y:1995:i:3:p:560-96 is not listed on IDEAS
- Bellemare, Charles, 2007.
"A life-cycle model of outmigration and economic assimilation of immigrants in Germany,"
European Economic Review,
Elsevier, vol. 51(3), pages 553-576, April.
- Charles Bellemare, 2004. "A Life-Cycle Model of Outmigration and Economic Assimilation of Immigrants in Germany," Cahiers de recherche 0430, CIRPEE.
- Bellemare, C., 2004. "A Life-Cycle Model of Outmigration and Economic Assimilation of Immigrants in Germany," Discussion Paper 2004-29, Tilburg University, Center for Economic Research.
- Bellemare, Charles, 2004. "A Life-Cycle Model of Outmigration and Economic Assimilation of Immigrants in Germany," IZA Discussion Papers 1012, Institute for the Study of Labor (IZA).
- Échevin, Damien, 2009. "Employment and Education Discrimination against Disabled Persons in Cape Verde," MPRA Paper 19497, University Library of Munich, Germany.
- Eivind Bernhardsen & Bjorne Dyre Syversten, 2009. "Stress Testing the Enterprise Sector's Bank Debt: A Micro Approach," International Journal of Central Banking, International Journal of Central Banking, vol. 5(3), pages 111-138, September.
- Peter Moffatt & Simon Peters, 2001. "Testing for the Presence of a Tremble in Economic Experiments," Experimental Economics, Springer, vol. 4(3), pages 221-228, December.
- Arie Beresteanu & Francesca Molinari, 2008.
"Asymptotic Properties for a Class of Partially Identified Models,"
Econometric Society, vol. 76(4), pages 763-814, 07.
- Arie Beresteanu & Francesca Molinari, 2006. "Asymptotic properties for a class of partially identified models," CeMMAP working papers CWP10/06, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Beresteanu, Arie & Molinari, Francesca, 2006. "Asymptotic Properties for a Class of Partially Identified Models," Working Papers 06-04, Duke University, Department of Economics.
- Beresteanu, Arie & Molinari, Francesca, 2006. "Asymptotic Properties for a Class of Partially Identified Models," Working Papers 06-07, Cornell University, Center for Analytic Economics.
- 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, 2007. "Estimation of Average Treatment Effects with Misclassification," Econometrica, Econometric Society, vol. 75(2), pages 537-551, 03.
- Arthur Lewbel, 2004. "Estimation of Average Treatment Effects With Misclassification," Econometric Society 2004 North American Winter Meetings 210, Econometric Society.
- Sheng Guo, 2009. "Switching Regression Estimates of EIS for Stockholders and Non-Stockholders," Working Papers 0903, Florida International University, Department of Economics.
- Molinari, Francesca, 2005.
"Partial Identification of Probability Distributions with Misclassified Data,"
05-10, Cornell University, Center for Analytic Economics.
- Molinari, Francesca, 2008. "Partial identification of probability distributions with misclassified data," Journal of Econometrics, Elsevier, vol. 144(1), pages 81-117, May.
- Arrieta, Alejandro, 2007. "A Structural Misclassifcation Model to Estimate the Impact of Physician Incentives on Healthcare Utilization," MPRA Paper 6718, University Library of Munich, Germany.
- Wim Bernasco & Thomas de Graaff & Jan Rouwendal & Wouter Steenbeek, 2012. "Social Interactions and Crime revisited: An Investigation using Individual Offender Data in Dutch Neighborhoods," Tinbergen Institute Discussion Papers 12-108/VIII, Tinbergen Institute.
- Donald S. Kenkel & Dean R. Lillard & Alan D. Mathios, 2004. "Accounting for misclassification error in retrospective smoking data," Health Economics, John Wiley & Sons, Ltd., vol. 13(10), pages 1031-1044.
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