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Bayesian Nonparametric Inference – Why and How

We review inference under models with nonparametric Bayesian (BNP) priors. The discussion follows a set of examples for some common inference problems. The examples are chosen to highlight problems that are challenging for standard parametric inference. We discuss inference for density estimation, c...

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Bibliografske podrobnosti
Main Authors: Müller, Peter, Mitra, Riten
Format: Artigo
Jezik:Inglês
Izdano: 2013
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC3870167/
https://ncbi.nlm.nih.gov/pubmed/24368932
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/13-BA811
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