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Bayesian Analysis of Simple Random Densities

DOI: 10.4236/ojs.2014.45037, PP. 377-390

Keywords: Bayesian Nonparametrics, Bayesian Density Estimation, Random Densities, Random Partitions, Stochastic Simulations, Smoothing

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Abstract:

A tractable nonparametric prior over densities is introduced which is closed under sampling and exhibits proper posterior asymptotics.

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