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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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Hlavní autoři: Jackson, Dan, White, Ian R, Carpenter, James
Médium: Artigo
Jazyk:Inglês
Vydáno: John Wiley & Sons, Ltd 2012
Témata:
On-line přístup: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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