Which of the following correctly describes a multiple-regression ANOVA test?
A) It is a test of the significance of individual coefficients, rather than of the overall significance of the regression model.
B) It amounts to testing the hypothesis that none of the true regression coefficients is zero and that, therefore, all of the independent predictors help explain the variation of the dependent variable.
C) It is a test of the overall significance of a regression, rather than a test of the significance of individual coefficients.
D) It is a test of the significance of individual coefficients, rather than of the overall significance of the regression model and it is a test of the overall significance of a regression, rather than a test of the significance of individual coefficients.
E) None of these.

Question

Quizplus · Accepted Answer

A multiple-regression ANOVA test is a test of the overall significance of a regression, rather than a test of the significance of individual coefficients. This test helps to determine whether the overall model is significant in predicting the dependent variable. It does not focus on the individual significance of each predictor variable.

Which of the Following Correctly Describes a Multiple-Regression ANOVA Test