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This study proposes a latent variable framework for jointly analyzing multivariate longitudinal data with time to event survival outcome.Latent variable mixture modeling represents unobserved heterogeneity between subjects in their development using both random effects and finite mixtures.To introduce the joint multivariate longitudinal model,we begin by exploring separate mixture models for each outcome variable,respectively.