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Bayesian inference and the parametric bootstrap

The parametric bootstrap can be used for the efficient computation of Bayes posterior distributions. Importance sampling formulas take on an easy form relating to the deviance in exponential families, and are particularly simple starting from Jeffreys invariant prior. Because of the i.i.d. nature of...

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Bibliographic Details
Main Author: Efron, Bradley
Format: Artigo
Language:Inglês
Published: 2012
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3703677/
https://ncbi.nlm.nih.gov/pubmed/23843930
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/12-AOAS571
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