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Kaplan, David; Keller, Bryan – Structural Equation Modeling: A Multidisciplinary Journal, 2011
This article examines the effects of clustering in latent class analysis. A comprehensive simulation study is conducted, which begins by specifying a true multilevel latent class model with varying within- and between-cluster sample sizes, varying latent class proportions, and varying intraclass correlations. These models are then estimated under…
Descriptors: Multivariate Analysis, Sample Size, Correlation, Models