Question

Which statement about F-test of multiple regression is wrong? a) the p-value of the f-test is...

Which statement about F-test of multiple regression is wrong?

a) the p-value of the f-test is smaller than the significant level (eg.5%)indicates that the model has significant explanatory power.

b) the p value of the f test is smaller than the significant level (eg 5%) indicates that at least one of the predictors has non zero coefficient.

c)the null hypothesis of the f test is βintercept = β1 = ... βx = 0

d) all statements are correct

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Answer #1

We know that,

For f test,

Null hypothesis is,

Ho: β1 = ... βx = 0

Hence. Option c) is with wrong statement.

i.e., Required correct option is c).

Please rate(thumbs up) the answer if you are satisfied with it.

Thank you.

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