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Latent Class Detection and Class Assignment: A Comparison of the MAXEIG Taxometric Procedure and Factor Mixture Modeling Approaches
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Lubke, Gitta; Tueller, Stephen – Structural Equation Modeling: A Multidisciplinary Journal, 2010
Taxometric procedures such as MAXEIG and factor mixture modeling (FMM) are used in latent class clustering, but they have very different sets of strengths and weaknesses. Taxometric procedures, popular in psychiatric and psychopathology applications, do not rely on distributional assumptions. Their sole purpose is to detect the presence of latent…
Descriptors: Classification, Models, Statistical Analysis, Comparative Analysis