An F-type Multiple Testing Approach for Assessing Randomness of Linear Mixed Models: Scientific Explanation

The significance of all or a subset of the random effects is often of primary importance in linear mixed models. For this reason, several strategies have been suggested, but none of them are fully satisfactory. The F-test is one of

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