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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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Detalles Bibliográficos
Autores principales: Jackson, Dan, White, Ian R, Carpenter, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Ltd 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3500673/
https://www.ncbi.nlm.nih.gov/pubmed/21905065
http://dx.doi.org/10.1002/sim.4356