Posterior consistency for the number of components in a finite mixture
published: Jan. 16, 2013, recorded: December 2012, views: 3004
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We will present our recent results proving that Dirichlet process mixtures (DPMs) are not consistent for the number of components in a finite mixture. Further, we will describe a natural alternative to DPMs that is consistent and exhibits many of the attractive properties of DPMs.
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