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Identification and Estimation of Dichotomous Latent Variables Models Using Panel Data

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Author Info
Hsiao, Cheng

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Abstract

Identification conditions for binary choice errors-in-variables models are explored. Conditions for the consistency and asymptotic normality of the maximum likelihood estimators of binary choice models with unbounded explanatory variables are given. Two- or three-step estimators to simplify computation are also suggested. Copyright 1991 by The Review of Economic Studies Limited.

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Publisher Info
Article provided by Blackwell Publishing in its journal Review of Economic Studies.

Volume (Year): 58 (1991)
Issue (Month): 4 (July)
Pages: 717-31
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Handle: RePEc:bla:restud:v:58:y:1991:i:4:p:717-31

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  1. Yingyao Hu and Geert Ridder, 2009. "Estimation of Nonlinear Models with Mismeasured Regressors Using Marginal Information," Economics Working Paper Archive 554, The Johns Hopkins University,Department of Economics. [Downloadable!]
    Other versions:
  2. Shigeru Iwata, 2001. "Recentered And Rescaled Instrumental Variable Estimation Of Tobit And Probit Models With Errors In Variables," Econometric Reviews, Taylor and Francis Journals, vol. 20(3), pages 319-335. [Downloadable!] (restricted)
  3. Geert Ridder & Yingyao Hu, 2004. "Estimation of Nonlinear Models with Measurement Error Using Marginal Information," Econometric Society 2004 North American Summer Meetings 21, Econometric Society. [Downloadable!]
  4. Xiaohong Chen & Yingyao Hu & Arthur Lewbel, 2007. "Nonparametric Identification of Regression Models Containing a Misclassified Dichotomous Regressor Without Instruments," Boston College Working Papers in Economics 675, Boston College Department of Economics. [Downloadable!]
    Other versions:
  5. Xiaohong Chen & Yingyao Hu & Arthur Lewbel, 2007. "Nonparametric Identification and Estimation of Nonclassical Errors-in-Variables Models Without Additional Information," Boston College Working Papers in Economics 676, Boston College Department of Economics. [Downloadable!]
    Other versions:
  6. Ginger Zhe Jin & Andrew Kato & John A. List, 2006. "That's News to Me! Information Revelation in Professional Certification Markets," NBER Working Papers 12390, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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