1 regression modeling and interpretation of results jacob mincer 1958
Question
1. Regression modeling and interpretation of results. Jacob Mincer (1958) "Investment in
Human Capital and Personal Income Distribution", JPE 66, 281-302 spells a model of education
as an investment, where human capital H equals
H = AeBeduc
where educ is educational attainment, 3 is the return to an investment of the annual earnings
amount (that gives you an extra year of education, and so increases human capital), and A
includes all other factors influencing human capital. If one unit of H can be rented by a firm
at price P, a person with capital H gets wage H x P:
log (wage) = log P + Beduc + log A.
Using the data on workers' wages, education, experience, etc. from the Stata file wage1.dta
(taken from the 1976 Current Population Survey), run a regression of the logarithm of wage on
the education and tenure. Interpret and critically assess your results. Pay attention to possible
biases.