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

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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 multile... ...