The deviance information criterion in comparison of normal mixing models

Publication Type:
Journal Article
Citation:
International Statistical Review, 2014, 82 (3), pp. 411 - 421
Issue Date:
2014-12-01
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© 2014 International Statistical Institute. Model selection from several non-nested models by using the deviance information criterion within Bayesian inference Using Gibbs Sampling (BUGS) software needs to be treated with caution. This is particularly important if one can specify a model in various mixing representations, as for the normal variance-mean mixing distribution occurring in financial contexts. We propose a procedure to compare goodness of fit of several non-nested models, which uses BUGS software in part.
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