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.

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