Bayesian Nonparametric Mixture Models: Methods and Applications (Chapman & Hall/CRC Texts in Statistical Science) Hardcover
暫譯: 貝葉斯非參數混合模型：方法與應用（Chapman & Hall/CRC 統計科學系列）硬皮書

Bayesian nonparametric methods, in particular nonparametric mixture models, have become extremely popular in the last 10 years and are becoming part of the foundational material that any Bayesian statistician needs to be familiar with. This book introduces Bayesian nonparametric mixture models to readers with intermediate knowledge of Bayesian statistical methods and computation using simulation-based methods such as Markov chain Monte Carlo. Suitable for professional statisticians and graduate students, it is one of the first books to offer an introductory text on Bayesian nonparametric mixture modeling.