The main change in conclusion based on extensive simulations is: "Out of the weighted averaging-based regression methods, the N2-weighted version best controlled the type I error rate. MLM3 was superior to the weighted averaging-based methods with up to 30% more power." The final version has supplementary material with more theory on WA-methods, a new model-based permutational max test and much mo...

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