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Bayesian Data Analysis, Third Edition

Bayesian Data Analysis, Third Edition

作者:Andrew Gelman,John B

分类:文学

ISBN:9781439840955

出版时间:2013-11-1

出版社:Chapman and Hall/CRC

标签: bayesian  Statistics  贝叶斯  统计学  统计  数据分析  机器学习  数据挖掘 

内容简介

This third edition of a classic textbook presents a comprehensive introduction to Bayesian data analysis. Written for students and researchers alike, the text is written in an easily accessible manner with chapters that contain many exercises as well as detailed worked examples taken from various disciplines. This third edition provides two new chapters on Bayesian nonparametrics and covers computation systems BUGS and R. It also offers enhanced computing advice. The book's website includes solutions to the problems, data sets, software advice, and other ancillary material.

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