Fixed-effects and related estimators for correlated random-coefficient and treatment-effect panel data models

被引:186
作者
Wooldridge, JM [1 ]
机构
[1] Michigan State Univ, E Lansing, MI 48824 USA
关键词
D O I
10.1162/0034653053970320
中图分类号
F [经济];
学科分类号
02 ;
摘要
I derive conditions under which a class of fixed-effects estimators consistently estimates the population-averaged slope coefficients in panel data models with individual- specific slopes, where the slopes arc allowed to be correlated with the covariates. In addition to including the usual fixed-effects estimator, the results apply to estimators that eliminate individual- specific trends. I apply the results, and propose alternative estimators, to estimation of average treatment in a class of nonlinear unobserved-effects models.
引用
收藏
页码:385 / 390
页数:6
相关论文
共 13 条
[1]   Estimation of limited dependent variable models with dummy endogenous regressors: Simple strategies for empirical practice [J].
Angrist, JD .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2001, 19 (01) :2-16
[2]  
[Anonymous], IDENTIFICATION INFER
[3]   ANALYSIS OF COVARIANCE WITH QUALITATIVE DATA [J].
CHAMBERLAIN, G .
REVIEW OF ECONOMIC STUDIES, 1980, 47 (01) :225-238
[4]  
Chamberlain G., 1984, HDB ECONOMETRICS, V2, P1247, DOI DOI 10.1016/S1573-4412(84)02014-6
[5]  
Friedberg L, 1998, AM ECON REV, V88, P608
[6]  
Hahn JY, 2001, J BUS ECON STAT, V19, P16
[7]   Instrumental variables methods for the correlated random coefficient model - Estimating the average rate of return to schooling when the return is correlated with schooling [J].
Heckman, J ;
Vytlacil, E .
JOURNAL OF HUMAN RESOURCES, 1998, 33 (04) :974-987
[8]  
HECKMAN JJ, 1989, J AM STAT ASSOC, V84, P862, DOI 10.2307/2290059
[9]  
Hsiao C., 2003, ANAL PANEL DATA, DOI [10.1017/CBO9781139839327, DOI 10.1017/CBO9780511754203]
[10]   POOLING OF TIME-SERIES AND CROSS-SECTION DATA [J].
MUNDLAK, Y .
ECONOMETRICA, 1978, 46 (01) :69-85