Bayesian Inference on Mixtures of Distributions

Details Bayesian Inference on Mixtures of Distributions Bayesian Inference on Mixtures of Distributions

2008-04-15

arxiv.org/abs/0804.2413v1

Statistics

Computation

24 pages

Scientific paper

This 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).

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