Statistics Solutions

[See] - 13.32 An expert witness in a case of alleged racial discrimination in a state university school of nursing introduced a regression of the determinants

Question: – 13.32

An expert witness in a case of alleged racial discrimination in a state university school of nursing introduced a regression of the determinants of Salary of each professor for each year during an 8-year period (n = 423) with the following results, with dependent variable Year (year in which the salary was observed) and predictors YearHire (year when the individual was hired), Race (1 if individual is black, 0 otherwise), and Rank (1 if individual is black, 0 otherwise), and Rank (1 if individual is an assistant professor, 0 otherwise). Interpret these results.

Variable Coefficient T P
Intercept -3,816,521 -29.4 .000
Year 1,948 29.8 .000
YearHire -826 -5.5 .000
Race -2,093 -4.3 .000
Rank -6,438 -22.3 .000
\[\mathop{R}_{{}}^{2}=0.811\] \[\mathop{R}_{adj}^{2}=0.809\] S = 3,318

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