Hierarchical Multinomial-Dirichlet model for the estimation of conditional probability tables

23 Aug 2017L. AzzimontiG. CoraniM. Zaffalon

We present a novel approach for estimating conditional probability tables, based on a joint, rather than independent, estimate of the conditional distributions belonging to the same table. We derive exact analytical expressions for the estimators and we analyse their properties both analytically and via simulation... (read more)

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