Assessing the impact of variance heterogeneity and misspecification in mixed-effects location-scale models
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Purpose: Linear Mixed Model (LMM) is a common statistical approach to model the relation between exposure and outcome while capturing individual variability through random effects. However, this model assumes the homogeneity of t... ...