Instrumental variables methods for the correlated random coefficient model - Estimating the average rate of return to schooling when the return is correlated with schooling

被引:143
作者
Heckman, J [1 ]
Vytlacil, E [1 ]
机构
[1] Univ Chicago, Chicago, IL 60637 USA
关键词
D O I
10.2307/146405
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper considers the nse of instrumental variables to identify a correlated random coefficients model in which coefficients are correlated with (or stochastically dependent on) the regressors. A correlated random coefficients model is central to the human capital earnings model. Conditions are given tinder which instrumental variables identify the average rate of return. These conditions are applied to David Card's version of Gary Becker's Woytinsky lecture.
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页码:974 / 987
页数:14
相关论文
共 24 条
[1]  
Amemiya Takeshi., 1985, Advanced Econometrics
[2]  
[Anonymous], 1934, LECT POLITICAL EC
[3]  
Becker G., 1975, Human capital
[4]  
BECKER GS, 1966, AM ECON REV, V56, P358
[5]   DOES SCHOOL QUALITY MATTER - RETURNS TO EDUCATION AND THE CHARACTERISTICS OF PUBLIC-SCHOOLS IN THE UNITED-STATES [J].
CARD, D ;
KRUEGER, AB .
JOURNAL OF POLITICAL ECONOMY, 1992, 100 (01) :1-40
[6]  
CARD D, 1995, RES LABOR EC, V14
[7]  
Chiswick B.R., 1974, INCOME INEQUALITY RE
[8]   TIME-SERIES CHANGES IN PERSONAL INCOME INEQUALITY IN UNITED STATES FROM 1939, WITH PROJECTIONS TO 1985 [J].
CHISWICK, BR ;
MINCER, J .
JOURNAL OF POLITICAL ECONOMY, 1972, 80 (03) :S34-S66
[9]   THE RETURNS TO SCHOOLING - A SELECTIVITY BIAS APPROACH WITH A CONTINUOUS CHOICE VARIABLE [J].
GAREN, J .
ECONOMETRICA, 1984, 52 (05) :1199-1218
[10]   LARGE SAMPLE PROPERTIES OF GENERALIZED-METHOD OF MOMENTS ESTIMATORS [J].
HANSEN, LP .
ECONOMETRICA, 1982, 50 (04) :1029-1054