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which is more important, the F statistic or the p-value? Should we get in the habit...

which is more important, the F statistic or the p-value? Should we get in the habit of reporting/describing both?

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Answer #1

If we know the claim of the test and it's p-value then we can take some decision about the type I error.

If we know the F statistics only and not their degrees of freedom then we can not interpret this F statistic very well.

Therefore, p-value is more important than the F statistic.

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