If a regression model's F test statistic is Fcalc = 43.82,we could say that the explained variance is approximately 44 percent.

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Quizplus · Accepted Answer

The F test statistic is used to test the overall significance of a regression model. It is not directly related to the percentage of variability in the dependent variable that is explained by the independent variable(s) in the model. Therefore, we cannot make any statement about the explained variance based solely on the F test statistic.

If a Regression Model's F Test Statistic Is Fcalc =