Model Selection for Complex Multilevel Latent Class Model

DOI10.1080/03610918.2012.718836zbMath1291.62137OpenAlexW2047431113MaRDI QIDQ5415890

Minqiang Zhang, Jieting Zhang, Wen-Yi Zhang, Can Jiao

Publication date: 19 May 2014

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2012.718836

zbMATH Keywords

model selectionmultilevel latent class analysisfitness indexinformation evaluation criteria

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Uses Software

• Latent GOLD

Cites Work

• Model selection and Akaike's information criterion (AIC): The general theory and its analytical extensions
• Evaluating latent class analysis models in qualitative phenotype identification
• Latent class and finite mixture models for multilevel data sets

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