The results of a multiple regression model to predict the jo

The results of a multiple regression model to predict the job performance of new hires based on age, GPA and gender

(female = 1 and male= 0)

resulted in an F-statistic of 30.23 and associated p-value of 0.000. What conclusion, at alpha = 0.05, can be reached?

A.

That none of the independent variables in the model are significant.

B.

That the regression equation is significant.

C.

That the regression equation is not significant.

D.

That all independent variables in the model are significant.

Solution

Step 5                          
   F Cal = 30.23                  
   We got P cal= 0 , at alpha = 0.05              

MAKE DECISION
Hence Value of P cal < 0.05, and Here We Reject Ho

[ANSWER]That the regression equation is significant