Bayesian Inference on Mixtures of Distributions

Simple item page
dc.creatorLee, Kate
dc.creatorMarin, Jean-Michel
dc.creatorMengersen, Kerrie
dc.creatorRobert, Christian P.
dc.date2008-04-15
dc.date.accessioned2026-07-07T09:32:43Z
dc.date.available2026-07-07T09:32:43Z
dc.descriptionThis survey covers state-of-the-art Bayesian techniques for the estimation of mixtures. It complements the earlier Marin, Mengersen and Robert (2005) by studying new types of distributions, the multinomial, latent class and t distributions. It also exhibits closed form solutions for Bayesian inference in some discrete setups. Lastly, it sheds a new light on the computation of Bayes factors via the approximation of Chib (1995).
dc.description24 pages
dc.identifierhttps://arxiv.org/abs/0804.2413
dc.identifierhttp://arxiv.org/abs/0804.2413
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/158878
dc.subjectComputation
dc.subjectMethodology
dc.titleBayesian Inference on Mixtures of Distributions
dc.typetext

Files

Collections

arXiv