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Identifying influential observations in Bayesian models by using Markov chain Monte Carlo

In statistical modelling, it is often important to know how much parameter estimates are influenced by particular observations. An attractive approach is to re-estimate the parameters with each observation deleted in turn, but this is computationally demanding when fitting models by using Markov cha...

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Detalhes bibliográficos
Main Authors: Jackson, Dan, White, Ian R, Carpenter, James
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley & Sons, Ltd 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3500673/
https://ncbi.nlm.nih.gov/pubmed/21905065
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.4356
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