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Post hoc Bayesian model selection

This note describes a Bayesian model selection or optimization procedure for post hoc inferences about reduced versions of a full model. The scheme provides the evidence (marginal likelihood) for any reduced model as a function of the posterior density over the parameters of the full model. It rests...

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Bibliografiske detaljer
Main Authors: Friston, Karl, Penny, Will
Format: Artigo
Sprog:Inglês
Udgivet: Academic Press 2011
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3112494/
https://ncbi.nlm.nih.gov/pubmed/21459150
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2011.03.062
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