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Nonparametric Bayes Modeling of Multivariate Categorical Data

Modeling of multivariate unordered categorical (nominal) data is a challenging problem, particularly in high dimensions and cases in which one wishes to avoid strong assumptions about the dependence structure. Commonly used approaches rely on the incorporation of latent Gaussian random variables or...

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Bibliografiska uppgifter
Huvudupphovsmän: Dunson, David B., Xing, Chuanhua
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2009
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC3630378/
https://ncbi.nlm.nih.gov/pubmed/23606777
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2009.tm08439
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