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An asymptotic approximation of the marginal likelihood for general Markov models
BIC marginal likelihood singular models tree models Bayesian
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2011/1/18
The standard Bayesian Information Criterion (BIC) is derived under regularity conditions which are not always satised by the graphical models with hidden variables.