Dependent variable using multiple regression analysis

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Reference no: EM1314949

Regression equation to predict the dependent variable using multiple regression analysis:

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 (= 423) with the following results, with dependent variable Year (year in which the salary was observed) and predictors Year Hire(year when the individual was hired), Race (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

Year Hire

-826

-5.5

.000

Race

-2,093

-4.3

.000

Rank

-6,438

-22.3

.000

R2 = 0.811

R2adj = 0.809

= 3,318


Reference no: EM1314949

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