TY - CHAP TI - Computational solutions for Bayesian inference in mixture models AB - This chapter surveys the most standard Monte Carlo methods available for simulating from a posterior distribution associated with a mixture and conducts some experiments about the robustness of the Gibbs sampler in high dimensional Gaussian settings. AF - Handbook of Mixture Analysis PP - Boca Raton, Florida SN - 978-1498763813 PB - Chapman & Hall SP - 73 EP - 96 PY - 2019-01-01 AU - Celeux, Gilles AU - Kamary, Kaniav AU - Malsiner-Walli, Gertraud AU - Marin, Jean-Michel AU - Robert, Christian P. ER -