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11 Oct 2018

5. Suppose the following wage regression is run on a sample of black and Hispanic workers (whites are not included in the data set or in the wage regression):

Wage = b0 + b1*Hispanic + b2*Age

where the variables are as defined in class. Refer to the empirical results below when answering the questions.

Coefficients

Standard Error

t Stat

Intercept

-1.888

8.733

-0.216

Hispanic

1.356

0.857

1.582

Age

0.391

0.180

2.179

a) According to these regression results, do blacks earn less than Hispanics?

b) How much less would a 30-year old expect to earn on average than a 32-year old?

c) Which variables are statistically significant at the 95 percent confidence level?

d) Calculate the average wage of a 20-year old Hispanic.

e) Suppose blacks average 13.0 years of education and Hispanics average 12.5 years of education. What effect will re-running this regression including the education variable have on the Hispanic coefficient?

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Beverley Smith
Beverley SmithLv2
12 Oct 2018

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