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Suppose the researchers conducting the study wish to test the hypotheses H0: β1 = 0 versus...

Suppose the researchers conducting the study wish to test the hypotheses H0: β1 = 0 versus Ha: β1 ≠ 0. What do we know about the P-value of this test?

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Answer #1

P values is the value which is always support in Null hypothesis.

The p-value for each term tests the null hypothesis that the coefficient is equal to zero (no effect). A low p-value (< 0.05) indicates that you can reject the null hypothesis. Typically, you can use the coefficient p-values to determine which terms to keep in the regression model.

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