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4 Exercise 7-39 Algo A researcher wonders whether males get paid more, on average, than females at a large firm. The accompanying data file
4 Exercise 7-39 Algo A researcher wonders whether males get paid more, on average, than females at a large firm. The accompanying data file shows the hourly wage (Wage in $), years of higher education (Educ), years of experience (Exper), age (Age), and a Male dummy variable that equals 1 If male, O otherwise, for 50 employees. 6 points Click here for the Excel Data File eBook a. Estimate: Wage 60 + 61 Educ +62 Exper + 63Age + 64 Male + E. Note: Negative values should be indicated by a minus sign. Round your answers to 2 decimal places. Wage = Hint References Educ + Exper+ Age+ Male b. Predict the hourly wage of a 45-year-old male and female employee with 8 years of higher education and 8 years of experience. Note: Round final answers to 2 decimal places. Wage 45-year-old male 45-year-old female per hour per hour c-1. Interpret the estimated coefficient for Male. O The male coefficient implies that males earn $1.31 per hour less than females at the firm, holding everything else the same. O The male coefficient implies that males earn $1.31 per hour more than females at the firm, holding everything else the same. The male coefficient implies that males earn $0.44 per hour more than females at the firm, holding everything else the same. O The male coefficient implies that males earn $0.44 per hour less than females at the firm, holding everything else the same. c-2. Is the variable Male significant at the 5% level? Do the data suggest that sex discrimination exists at this firm? Yes, since we reject the null hypothesis of discrimination. Yes, since we reject the null hypothesis of no discrimination. No, since we do not reject the null hypothesis of discrimination. No, since we do not reject the null hypothesis of no discrimination.
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