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Simplex Factor Models for Multivariate Unordered Categorical Data

Gaussian latent factor models are routinely used for modeling of dependence in continuous, binary, and ordered categorical data. For unordered categorical variables, Gaussian latent factor models lead to challenging computation and complex modeling structures. As an alternative, we propose a novel c...

詳細記述

保存先:
書誌詳細
主要な著者: Bhattacharya, Anirban, Dunson, David B.
フォーマット: Artigo
言語:Inglês
出版事項: 2012
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC3728016/
https://ncbi.nlm.nih.gov/pubmed/23908561
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2011.646934
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