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Assessing Local Model Adequacy in Bayesian Hierarchical Models Using the Partitioned Deviance Information Criterion

Many diagnostic tools and goodness-of-fit measures, such as the Akaike information criterion (AIC) and the Bayesian deviance information criterion (DIC), are available to evaluate the overall adequacy of linear regression models. In addition, visually assessing adequacy in models has become an essen...

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Detalhes bibliográficos
Main Authors: Wheeler, David C., Hickson, DeMarc A., Waller, Lance A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3020089/
https://ncbi.nlm.nih.gov/pubmed/21243121
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2010.01.025
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