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Model comparison for the purposes of selection, averaging and validation is a problem which is found throughout statistics and signal processing. Within the Bayesian paradigm, these problems all require the calculation of the posterior probabilities of models within a particular class. Substantial progress has been made in recent years, but there are numerous difficulties in the practical implementation...
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