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Robust Bayesian Regression with Synthetic Posterior Distributions

Although linear regression models are fundamental tools in statistical science, the estimation results can be sensitive to outliers. While several robust methods have been proposed in frequentist frameworks, statistical inference is not necessarily straightforward. We here propose a Bayesian approac...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Hashimoto, Shintaro, Sugasawa, Shonosuke
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7517196/
https://ncbi.nlm.nih.gov/pubmed/33286432
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22060661
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