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On Default Priors for Robust Bayesian Estimation with Divergences

This paper presents objective priors for robust Bayesian estimation against outliers based on divergences. The minimum [Formula: see text]-divergence estimator is well-known to work well in estimation against heavy contamination. The robust Bayesian methods by using quasi-posterior distributions bas...

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Bibliografische gegevens
Gepubliceerd in:Entropy (Basel)
Hoofdauteurs: Nakagawa, Tomoyuki, Hashimoto, Shintaro
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI 2020
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7824515/
https://ncbi.nlm.nih.gov/pubmed/33375494
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23010029
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