A First Course in Bayesian Statistical Methods 豆 8.9分

资源最后更新于 2020-08-20 14:12:26

作者：Peter D. Hoff

出版社：Springer

出版日期：2009-01

ISBN：9780387922997

文件格式： pdf

标签： Statistics 贝叶斯 统计 数学 机器学习 Bayes 统计学 概率统计

简介· · · · · ·

A self-contained introduction to probability, exchangeability and Bayes' rule provides a theoretical understanding of the applied material. Numerous examples with R-code that can be run "as-is" allow the reader to perform the data analyses themselves. The development of Monte Carlo and Markov chain Monte Carlo methods in the context of data analysis examples provides motivation...