Are your random effects normal? A simulation study of methods for estimating whether subjects or items come from more than one population by examining the distribution of random effects in mixed-effects logistic regression - Houghton, Zachary N.; Kapatsinski, Vsevolod (Behavior research methods, 2024)
Keywords: Behavioral Science and Psychology; Cognitive Psychology; Computer Simulation; Data Interpretation, Statistical; Humans; Logistic Models; Models, Statistical; Original Manuscript; Population studies; Psycholinguistics - methods; Psychology; Regression analysis; Statistical models; Logistic regression; Random effects; Conditional inference trees; Misspecification; Mixed-effects models; Individual differences