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A Bayesian Nonparametric Approach for the Analysis of Multiple Categorical Item Responses
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 constructions that allow inference on the num...
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| Publicat a: | J Stat Plan Inference |
|---|---|
| Autors principals: | , , , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
2014
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4612535/ https://ncbi.nlm.nih.gov/pubmed/26500388 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jspi.2014.07.004 |
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