L-Divergence Consistency for a Discrete Prior

Abstract

Posterior distribution over a countable set M of continuous data-sampling distributions piles up at L-projection of the true distribution r on M, provided that the L-projection is unique. If there are several L-projections of r on M, then the posterior probability splits among them equally.

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