Semiparametric latent variable model estimation with endogenous or mismeasured regressors

Econometrica

Volumn 66, Issue 1, 1998, Pages 105-121

  Lewbel, Arthur ^a  

^a NONE

Author keywords

Censored regression; Count data; Endogeneity; Instrumental variables; Latent variable; Measurement error; Ordered choice; Semiparametric

Indexed keywords

EID: 0008780596     PISSN: 00129682     EISSN: None     Source Type: Journal    
DOI: 10.2307/2998542     Document Type: Article

References (19)

1. AÏT-SAHALIA, Y. (1992): "The Delta and Bootstrap Methods for Nonlinear Functionals of Nonparametric Kernal Estimators Based on Dependent Multivariate Data," Unpublished draft.
2. ANDREWS, D. W. K. (1995): "Nonparametric Kernel Estimation for Semiparametric Models," Econometric Theory, 11, 560-596.
3. HAMPEL, F. R., E. M. RONCHETTI, P. J. ROUSSEEUW, AND W. A. STAHEL (1986): Robust Statistics: The Approach Based on Influence Functions. New York: John Wiley and Sons.
4. HÄRDLE, W., J. HART, J. S. MARRON, AND A. B. TSYBAKOV (1992): "Bandwidth Choice for Average Derivative Estimation," Journal of the American Statistical Society, 87, 218-226.
5. HOROWITZ, J. L. (1996): "Semiparametric Estimation of a Regression Model With an Unknown Transformation of the Dependent Variable," Econometrica, 64, 103-137.
6. ICHIMURA, H. (1993): "Semiparametric Least Squares (SLS) and Weighted SLS Estimation of Single-index Models," Journal of Econometrics, 58, 71-120.
7. LEWBEL, A. (1995): "Consistent Nonparametric Tests With An Application to Slutsky Symmetry," Journal of Econometrics, 67, 379-401.
8. _ (1996): "Semiparametric Estimation of Location and Other Discrete Choice Moments," Econometric Theory, forthcoming.
9. _ (1997a): "Semiparametric Qualitative Response Model Estimation With Mismeasured Regressors and Conditional Heteroscedasticity," Brandeis University Working Paper.
10. _ (1997b): "Semiparametric Censored Regression With Mismeasured Regressors and Heteroscedastic Errors," Brandeis University Working Paper.
11. LEWBEL, A., AND D. MCFADDEN (1997): "Estimating Features of a Distribution From Binomial Data," Unpublished manuscript.
12. NEWEY, W. K. (1994): "The Asymptotic Variance of Semiparametric Estimators," Econometrica, 62, 1349-1382.
13. NEWEY, W. K., AND D. MCFADDEN (1994): "Large Sample Estimation and Hypothesis Testing," in Handbook of Econometrics, Vol. IV, ed. by R. F. Engle and D. L. McFadden. Amsterdam: Elsevier, 2111-2245.
14. NEWEY, W. K., AND T. M. STOKER (1993): "Efficiency of Weighted Average Derivative Estimators and Index Models," Econometrica, 61, 1199-1224.
15. POWELL, J. L., J. H. STOCK, AND T. M. STOKER (1989): "Semiparametric Estimation of Index Coefficients," Econometrica, 57, 1403-1430.
16. POWELL, J. L., AND T. M. STOKER (1992): "Optimal Bandwidth Choice For Density-Weighted Averages," MIT Sloan Working Paper 3424-92-EFA.
17. ROBINSON, P. M. (1988): "Root-N-Consistent Semiparametric Regression," Econometrica, 56, 931-954.
18. SERFLING, R. J. (1980): Approximation Theorems of Mathematical Statistics. New York: John Wiley and Sons.
19. STOCK, J. H. (1989): "Nonparametric Policy Analysis," Journal of the American Statistical Association, 84, 567-575.