The Logic Behind the F-Test for the Overall Significance of the Estimated

Multiple Choice

The logic behind the F-test for the overall significance of the estimated sample regression function is that if the estimated sample regression function explains a significant amount of the variation in the dependent variable,then

A) the regression F-statistic should be small.
B) the MSUnexplained should be large relative to the MSExplained.
C) the MSExplained should be large relative to the MSUnexplained.
D) total sum of squares should be large.