  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. This is a chapter prepared for the forthcoming 'Handbook of
Mixture Analysis'.
