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Factor Analysis - Harvard University
cdn1.sph.harvard.eduWell-used latent variable models Latent variable scale Observed variable scale Continuous Discrete Continuous Factor analysis LISREL Discrete FA IRT (item response) Discrete Latent profile Growth mixture Latent class analysis, regression General software: MPlus, Latent Gold, WinBugs (Bayesian), NLMIXED (SAS)
Conducting Confirmatory Latent Class Analysis …
www.statmodel.comCONDUCTING CONFIRMATORY LCA USING MPLUS 133 TABLE 1 Taxonomy of Models for Latent Categorical Variables Type of Observed Variable Type of Research Question Categorical Continuous
Latent Class Analysis - Harvard University
cdn1.sph.harvard.eduLISREL Discrete FA IRT (item response) Discrete Latent profile Growth mixture Latent class analysis, regression General software: MPlus, Latent Gold, WinBugs (Bayesian), NLMIXED (SAS) Analysis of underlying subpopulations Latent class analysis POPULATION