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A Note on Type II Error Under Random Effects Misspecification in Generalized Linear Mixed Models

A Note on Type II Error Under Random Effects Misspecification in Generalized Linear Mixed Models

Summary Litière, Alonso, and Molenberghs (2007, Biometrics, 63, 1038–1044) presented the results of simulation studies that they claimed showed that misspecification of the shape of the random effects distribution can produce marked increases in Type II error (decreases in power) of tests based on fits of generalized linear mixed models. …