A marginal sampler for σ-stable Poisson–Kingman mixture models

We investigate the class of σ-stable Poisson–Kingman random probability measures (RPMs) in the context of Bayesian nonparametric mixture modeling. This is a large class of discrete RPMs, which encompasses most of the popular discrete RPMs used in Bayesian nonparametrics, such as the Dirichlet proces...

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Bibliographic Details
Main Authors: Lomelí, M, Favaro, S, Teh, Y
Format: Journal article
Published: Taylor and Francis 2016