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- In the ANOVA table for a multiple regression, which of the following is not true? a. The mean square due to the regression, MSR, divided by the mean square error, MSE, equals the F ratio used for testing the significance of the regression as a whole. b. A small F ratio leads to a small p-value, indicating that the regression has at least some explanatory power. c. The sum of squares due to the regression, SSR, and the sum of squares due to errors, SSE, sum to SST, which equals the sum of squared deviations of Y values from the mean of Y. d. The degrees of freedom for the explained variation and the degrees of freedom for the unexplained variation sum to n-1, where n is the sample size.Use the following ANOVA table for regression to answer the questions. Analysis of Variance Source DF SS MS F P Regression 1 301.4 301.4 2.31 0.130 Residual Error 174 22707.0 130.5 Total 175 23008.4 Give the F-statistic and p-value.Enter the exact answers.The F-statistic is .The p-value is . SHOW HINT LINK TO TEXT Choose the conclusion of this test using a 5% significance level. Do not reject H0. We did not find evidence that the model is effective. Reject H0. The model is effective. Do not reject H0. We did not find evidence that the model is not effective. Reject H0. The model is not effective.