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A New Calibrated Bayesian Internal Goodness-of-Fit Method: Sampled Posterior p-Values as Simple and General p-Values That Allow Double Use of the Data

BACKGROUND: Recent approaches mixing frequentist principles with Bayesian inference propose internal goodness-of-fit (GOF) p-values that might be valuable for critical analysis of Bayesian statistical models. However, GOF p-values developed to date only have known probability distributions under res...

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Hlavní autor: Gosselin, Frédéric
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2011
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3060804/
https://ncbi.nlm.nih.gov/pubmed/21445246
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0014770
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