Semiparametric Estimation with Mismeasured Dependent Variables: An Application to Duration Models for Unemployment Spells
AbstractThis paper considers mismeasurement of the dependent variable in a general linear index model, which includes qualitative choice models, proportional and additive hazard models, and censored models as special cases. The monotone rank estimator of Cavanagh and Sherman  is shown to be consistent in the presence of any mismeasurement process that obeys a simple stochastic-dominance condition. The emphasis is on measurement error which is independent of the covariates, but extensions to covariate-dependent measurement error are also discussed. We consider the proportional hazard duration model in detail and apply the estimator to mismeasured unemployment duration data from the Survey of Income and Program Participation (SIPP).
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Bibliographic InfoArticle provided by ENSAE in its journal Annals of Economics and Statistics.
Volume (Year): (1999)
Issue (Month): 55-56 ()
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- 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.
- Stephen Jenkins & Peter Lambert, 2011. "Robert Moffitt and Peter Gottschalk’s 1995 paper ‘Trends in the covariance structure of earnings in the US: 1969–1987’," Journal of Economic Inequality, Springer, vol. 9(3), pages 433-437, September.
- Raj Chetty, 2004. "Optimal Unemployment Insurance When Income Effects are Large," NBER Working Papers 10500, National Bureau of Economic Research, Inc.
- Patrick Van Roy, 2006.
"Is there a difference between solicited and unsolicited bank ratings and if so, why ?,"
Working Paper Research
79, National Bank of Belgium.
- Patrick Roy, 2013. "Is There a Difference Between Solicited and Unsolicited Bank Ratings and, If So, Why?," Journal of Financial Services Research, Springer, vol. 44(1), pages 53-86, August.
- 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.
- Sullivan, Paul, 2006.
"Estimation of an Occupational Choice Model when Occupations are Misclassified,"
862, University Library of Munich, Germany.
- Paul Sullivan, 2009. "Estimation of an Occupational Choice Model when Occupations are Misclassified," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
- Sean Murphy & Robert Rosenman & Jon Yoder & Dan Firesner, 2008.
"Patients' Perceptions and Treatment Effectiveness,"
2008-19, School of Economic Sciences, Washington State University.
- 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.
- Portugal-Perez, Alberto, 2009. "Assessing the impact of political economy factors on rules of origin under NAFTA," Policy Research Working Paper Series 4848, The World Bank.
- Arthur Lewbel, 2007.
"Estimation of Average Treatment Effects with Misclassification,"
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.
- 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.
- Andrew Berg & Jonathan D. Ostry & Jeromin Zettelmeyer, 2011.
"What makes growth sustained?,"
133, European Bank for Reconstruction and Development, Office of the Chief Economist.
- 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.
- Scott Stern, 1999. "Do Scientists Pay to Be Scientists?," NBER Working Papers 7410, National Bureau of Economic Research, Inc.
- Patrick Van Roy, 2005. "Is there a difference in treatment between solicited and unsolicited bank ratings and, if so, why?," Finance 0509012, EconWPA.
- Charles Bellemare, 2004. "Identification and Estimation of the Economic Performance of Outmigrants using Panel Attrition," Cahiers de recherche 0429, CIRPEE.
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