A manager at a local bank analyzed the relationship between monthly salary and three independent variables: length of service (measured in months),gender (0 = female,1 = male),and job type (0 = clerical,1 = technical). The following ANOVA summarizes the regression results: Based on the ANOVA and a 0.05 significance level,the global null hypothesis test of the multiple regression model ________.
A)will be rejected and conclude that monthly salary is related to all of the independent variables
B)will be rejected and conclude that monthly salary is related to at least one of the independent variables
C)will not be rejected
D)will show a high multiple coefficient of determination

Question

A manager at a local bank analyzed the relationship between monthly salary and three independent variables: length of service (measured in months),gender (0 = female,1 = male),and job type (0 = clerical,1 = technical). The following ANOVA summarizes the regression results:   Based on the ANOVA and a 0.05 significance level,the global null hypothesis test of the multiple regression model ________.
A)will be rejected and conclude that monthly salary is related to all of the independent variables 
B)will be rejected and conclude that monthly salary is related to at least one of the independent variables 
C)will not be rejected 
D)will show a high multiple coefficient of determination

Quizplus · Accepted Answer

The ANOVA table shows that the F statistic is significant with a p-value of less than 0.05. Therefore, we reject the null hypothesis and conclude that at least one of the independent variables has a significant relationship with the monthly salary.

A Manager at a Local Bank Analyzed the Relationship Between