Bayesian Nonparametric Mixture Models: Methods and Applications (Chapman & Hall/CRC Texts in Statistical Science) Hardcover

Abel Rodriguez, Athanasios Kottas

  • 出版商: CRC
  • 出版日期: 2020-08-01
  • 售價: $3,280
  • 貴賓價: 9.5$3,116
  • 語言: 英文
  • 頁數: 350
  • 裝訂: Hardcover
  • ISBN: 1466513608
  • ISBN-13: 9781466513600
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

商品描述

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.