When testing the significance of the regression,if the value of Significance F is ________,the null hypothesis is rejected.
A)less than the p-value
B)more than the level of significance
C)more than the p-value
D)less than the level of significance

Question

Quizplus · Accepted Answer

When testing the significance of the regression, we use the F-test. The F statistic provides the overall measure of the significance of the regression model. If the calculated F value is less than the level of significance, we fail to reject the null hypothesis, which suggests that the regression model is not significant. However, if the calculated F value is greater than or equal to the level of significance, we reject the null hypothesis and conclude that the regression model is significant. Therefore, the best choice is D, which states that if the value of Significance F is less than the level of significance, the null hypothesis is rejected.

When Testing the Significance of the Regression,if the Value of Significance