Consider the F-test of overall significance. If we fail to reject H0 : 2 = 3 = 4

Question

Consider the F-test of overall significance. If we fail to reject H0 : 2 = 3 = 4 = 0, what can you conclude? A. The entire model is a good predictor of the dependent variable. B. The model is not statistically significant in explaining the variation in the dependent variable. C. All of the independent variables are statistically significant in explaining the variation in the dependent variable. D. At least one of the independent variables is statistically significant in explaining the variation in the dependent variable.

Explanation / Answer

we fail to reject H0 : 2 = 3 = 4 = 0,

hence we conclude that

D) At least one of the independent variables is statistically significant in explaining the variation in the dependent variable.

is correct

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