If the correlation between the two independent variables of a regression analysis is 0.11 and each independent variable is highly correlated to the dependent variable,what does this indicate?
A)Only one of the independent variables should be used in the regression equation.
B)The independent variables are strongly related.
C)Two separate regression equations are required.
D)Both independent variables should be used to predict the dependent variable.

Question

Quizplus · Accepted Answer

A correlation of 0.11 indicates a weak relationship between the two independent variables, but if each independent variable is highly correlated with the dependent variable, it suggests that both variables have an impact on the dependent variable and should be included in the regression equation. Therefore, both independent variables should be used to predict the dependent variable.

If the Correlation Between the Two Independent Variables of a Regression