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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...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: Müller, Peter, Mitra, Riten
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2013
Aiheet:
Linkit: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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