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Robust Bayesian inference via coarsening

The standard approach to Bayesian inference is based on the assumption that the distribution of the data belongs to the chosen model class. However, even a small violation of this assumption can have a large impact on the outcome of a Bayesian procedure. We introduce a novel approach to Bayesian inf...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Miller, Jeffrey W., Dunson, David B.
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6961963/
https://ncbi.nlm.nih.gov/pubmed/31942084
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2018.1469995
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