Semiparametric qualitative response model estimation with unknown heteroscedasticity or instrumental variables

Journal of Econometrics

Volumn 97, Issue 1, 2000, Pages 145-177

  Lewbel, Arthur ^a  

^a BOSTON COLLEGE   (United States)

Author keywords

Binary choice; Binomial response; Discrete choice; Heteroscedasticity; Instrumental variables; Latent variable models; Measurement error; Multinomial response; Ordered choice; Qualitative response; Semiparametric

Indexed keywords

EID: 0000920235     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-4076(00)00015-4     Document Type: Article

References (29)

1. Ait-Sahalia, Y., Bickel, P.J., Stoker, T.M., 1997. Goodness of fit tests for regression using kernel methods. Unpublished manuscript.
2. Andrews, D.W.K., 1995. Nonparametric kernel estimation for semiparametric models. Econometric Theory 11, 560-596.
3. Gallant, A.R., Nychka, D.W., 1987. Semi-nonparametric maximum likelihood estimation. Econometrica 55, 363-390.
4. Härdle, W., Hart, J., Marron, J.S., Tsybakov, A.B., 1992. Bandwidth choice for average derivative estimation. Journal of the American Statistical Association 87, 218-226.
5. Härdle, W., Horowitz, J.L., 1996. Direct semiparametric estimation of single-index models with discrete covariates. Journal of the American Statistical Association 91, 1632-1640.
6. Honoré, B.E., Lewbel, A., 1999. Semiparametric binary choice panel data models without strictly exogeneous regressors. Unpublished manuscript.
7. Horowitz, J.L., 1992. A smoothed maximum score estimator for the binary response model. Econometrica 60, 505-532.
8. Horowitz, J.L., 1993. Semiparametric estimation of a work-trip mode choice model. Journal of Econometrics 58, 49-70.
9. Ichimura, H., 1993. Semiparametric least squares (SLS) and weighted SLS estimation of single-index models. Journal of Econometrics 58, 71-120.
10. Khan, S., Lewbel, A., 1999. Weighted and two stage least squares estimation of semiparametric censored and truncated regressions. Unpublished manuscript.
11. Klein, R., Spady, R.H., 1993. An efficient semiparametric estimator for binary response models. Econometrica 61, 387-421.
12. Lewbel, A., 1995. Consistent nonparametric tests with an application to slutsky symmetry. Journal of Econometrics 67, 379-401.
13. Lewbel, A., 1997. Semiparametric estimation of location and other discrete choice moments. Econometric Theory 13, 32-51.
14. Lewbel, A., 1998. Semiparametric latent variable model estimation with endogenous or mismeasured regressors. Econometrica 66, 105-121.
15. Lewbel, A., McFadden, D.L., 1997. Estimating features of a distribution from binomial data. Unpublished manuscript.
16. Maddala, G.S., 1983. Limited Dependent and Qualitative Variables in Econometrics. Econometric Society Monograph No. 3. Cambridge University Press, Cambridge.
17. Manski, C., 1975. Maximum score estimation of the stochastic utility model of choice. Journal of Econometrics 3, 205-228.
18. Manski, C., 1985. Semiparametric analysis of discrete response: asymptotic properties of the maximum score estimator. Journal of Econometrics 27, 313-334.
19. McFadden, D.L., 1984. Econometric analysis of qualitative response models. In: Griliches, Z., Intriligator, M.D. (Eds.), Handbook of Econometrics, Vol. 2. Elsevier, Amsterdam, pp. 1395-1457.
20. McFadden, D.L., 1993. Estimation of social value from willingness-to-pay data. Unpublished manuscript.
21. Newey, W.K., 1985. Semiparametric estimation of limited dependent variable models with endogenous explanatory variables. Annales de l'INSEE 59-60, 219-237.
22. Newey, W.K., 1994. The asymptotic variance of semiparametric estimators. Econometrica 62, 1349-1382.
23. Newey, W.K., McFadden, D., 1994. Large sample estimation and hypothesis testing. In: Engle, R.F., McFadden, D.L. (Eds.), Handbook of Econometrics, Vol. iv. Elsevier, Amsterdam, pp. 2111-2245.
24. Newey, W.K., Ruud, P.A., 1994. Density weighted linear least squares. University of California at Berkeley working paper.
25. Powell, J.L., Stock, J.H., Stoker, T.M., 1989. Semiparametric estimation of index coefficients. Econometrica 57, 1403-1430.
26. Powell, J.L., Stoker, T.M., 1996. Optimal bandwidth choice for density-weighted averages. Journal of Econometrics 75, 291-316.
27. Robinson, P.M., 1988. Root-N-consistent semiparametric regression. Econometrica 56, 931-954.
28. Ruud, P.A., 1983. Sufficient conditions for the consistency of maximum likelihood estimation despite misspecification of distribution in multinomial discrete choice models. Econometrica 51, 225-228.
29. Stoker, T.M., 1991. Equivalence of direct, indirect and slope estimators of average derivatives. In: Barnett, W.A., Powell, J., Tauchen, G. (Eds.), Nonparametric and Semiparametric Methods in Econometrics and Statistics. Cambridge University Press, Cambridge.