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Hypothesis testing assesses whether data are inconsistent with a given hypothesis (usually a null hypothesis of no effect).

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How should mixed effects models be compared and or validated?

The main problem on model selection in mixed models is to define the degrees of freedom (df) of a model, truly. To compute df of a mixed model, one has to define the number of estimated parameters inc …
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