The past decade has seen powerful new computational tools for
modeling which combine a Bayesian approach with recent Monte
simulation techniques based on Markov chains. This book is the
first to offer a systematic presentation of the Bayesian
perspective of finite mixture modelling. The book is designed to
show finite mixture and Markov switching models are formulated,
what structures they imply on the data, their potential uses, and... more...