Question: 2.15 How much does education affect wage rates? The data fi7e cps-small.dat contains 1000o bservationso n hourly wager ates,e ducation,a ndo ther variablesf rom the
2.15 How much does education affect wage rates? The data fi7e cps-small.dat contains 1000o bservationso n hourly wager ates,e ducation,a ndo ther variablesf rom the 1997 Current Population Survey (CPS).
(a) Obtain the summary statistics and histograms for the variables WAGE and EDUC. Discuss the data characteristics.
(b) Estimate the linear regression WAGE: 9t * \2EDUC * e and discuss the results.
(c) Calculate the least squares residuals and plot them against EDUC. Are any patterns evident? If assumptions SRl-SR5 hold, should any patterns be evident in the least squares residuals?
(d) Estimate separate regressions for males, females, blacks, and whites. Compare the results.
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