The regression equation to predict the job performance of new hires based on age, GPA and gender (female = 1 and male = 0) is

Which of the following is the correct interpretation for the regression coefficient of Gender?
A)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 points higher than for males of the same age and GPA.
B)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 points lower than for males of the same age and GPA.
C)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 times higher than for males.
D)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 times lower than for males.
E)The regression coefficient is not significantly different from zero.

Question

The regression equation to predict the job performance of new hires based on age, GPA and gender (female = 1 and male = 0) is

Which of the following is the correct interpretation for the regression coefficient of Gender?
A)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 points higher than for males of the same age and GPA. 
B)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 points lower than for males of the same age and GPA. 
C)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 times higher than for males. 
D)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 times lower than for males. 
E)The regression coefficient is not significantly different from zero.

Quizplus · Accepted Answer

The Answer of The regression equation to predict the job performance of new hires based on age, GPA and gender (female = 1 and male = 0) is

Which of the following is the correct interpretation for the regression coefficient of Gender?
A)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 points higher than for males of the same age and GPA. 
B)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 points lower than for males of the same age and GPA. 
C)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 times higher than for males. 
D)The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 times lower than for males. 
E)The regression coefficient is not significantly different from zero.

The Regression Equation to Predict the Job Performance of New