A Bayesian Nonparametric Approach for the Analysis of Multiple Categorical Item Responses
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We develop a modeling framework for joint factor and cluster analysis of datasets where multiple categorical response items are collected on a heterogeneous population of individuals. We introduce a latent factor multinomial probit model and employ prior const... ...
