A Latent Variable Mixed-Effects Location Scale Model with an Application to Daily Diary Data.

ABSTRACT: A mixed-effects location scale model allows researchers to study within- and between-person variation in repeated measures. Key components of the model include separate variance models to study predictors of the within-person variance, as well as predictors of the between-person variance of a random effect, such as a random intercept. In this paper, a latent variable mixed-effects location scale model is developed that combines a longitudinal common factor model and a mixed-effects location scale model to characterize within- and between-person variation in a common factor. The model is illustrated using daily reports of positive affect and daily stressors for a large sample of adult women.

SUBMITTER: Blozis SA 

PROVIDER: S-EPMC9636112 | biostudies-literature | 2022 Dec

REPOSITORIES: biostudies-literature