In multiple regression, if the overall null hypothesis is rejected, .
A) the mean value of the dependent variable will be different for different categories of the independent variable
B) there is an association between the independent variables
C) the means of the independent variables are not equal
D) one or more population partial regression coefficients have a value different from 0

Question

Quizplus · Accepted Answer

Rejecting the overall null hypothesis in multiple regression indicates that at least one of the population partial regression coefficients is significantly different from zero, suggesting that at least one independent variable has a significant effect on the dependent variable.

In Multiple Regression, If the Overall Null Hypothesis Is Rejected