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Bayesian Multilevel Latent Class Models for the Multiple Imputation of Nested Categorical Data

With this article, we propose using a Bayesian multilevel latent class (BMLC; or mixture) model for the multiple imputation of nested categorical data. Unlike recently developed methods that can only pick up associations between pairs of variables, the multilevel mixture model we propose is flexible...

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Detalhes bibliográficos
Publicado no:J Educ Behav Stat
Main Authors: Vidotto, Davide, Vermunt, Jeroen K., van Deun, Katrijn
Formato: Artigo
Idioma:Inglês
Publicado em: SAGE Publications 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6187066/
https://ncbi.nlm.nih.gov/pubmed/30369783
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3102/1076998618769871
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