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Posterior consistency in conditional distribution estimation

A wide variety of priors have been proposed for nonparametric Bayesian estimation of conditional distributions, and there is a clear need for theorems providing conditions on the prior for large support, as well as posterior consistency. Estimation of an uncountable collection of conditional distrib...

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Detalhes bibliográficos
Main Authors: Pati, Debdeep, Dunson, David B., Tokdar, Surya T.
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4107341/
https://ncbi.nlm.nih.gov/pubmed/25067858
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmva.2013.01.011
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