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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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| Publicado no: | J Am Stat Assoc |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2018
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| 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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