Should we rely on the Kenward-Roger approximation when using linear mixed models if the groups have different distributions?

Author:

Arnau Jaume1,Bendayan Rebecca2,Blanca María J.2,Bono Roser1

Affiliation:

1. Department of Methodology of the Behavioral Sciences; University of Barcelona; Spain

2. Department of Psychobiology and Methodology of Behavioural Sciences; University of Málaga; Spain

Publisher

Wiley

Subject

General Psychology,Arts and Humanities (miscellaneous),General Medicine,Statistics and Probability

Reference56 articles.

1. Efecto de la violación de la normalidad y esfericidad en el modelo lineal mixto en diseños split-plot;Arnau;Psicothema,2012

2. The effect of skewness and kurtosis on the robustness of mixed linear models;Arnau;Behavior Research Methods,2013

3. Using the linear mixed model to analyze non-normal data distributions in longitudinal designs;Arnau;Behavior Research Methods,2012

4. Analyzing small samples of repeated measures data with the mixed-model adjusted F test;Arnau;Communications in Statistics - Simulation and Computation,2009

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