Statistical Decision Theory and Bayesian Analysis pdf epub mobi txt 电子书下载 2025

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出版者:Springer

作者:James O. Berger

出品人:

页数:618

译者:

出版时间:1993-3-25

价格:USD 124.00

装帧:Hardcover

isbn号码:9780387960982

丛书系列:Springer Series in Statistics

图书标签:

贝叶斯
机器学习
Statistics
概率论
数学
统计学习
统计
决策

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In this new edition the author has added substantial material on Bayesian analysis, including lengthy new sections on such important topics as empirical and hierarchical Bayes analysis, Bayesian calculation, Bayesian communication, and group decision making. With these changes, the book can be used as a self-contained introduction to Bayesian analysis. In addition, much of the decision-theoretic portion of the text was updated, including new sections covering such modern topics as minimax multivariate (Stein) estimation.

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为了要搞论文，我从图书馆借了一堆贝叶斯的书来看，虽然看得不算全面，还是在这里做一个小小的总结：　　茆诗松《贝叶斯统计》 http://book.douban.com/subject/1551888/ 目前看过的讲贝叶斯方法最通俗易懂的书了张连文《贝叶斯网引论》 http://book.douban.com/subj...

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比如这些概念： Bayesian decision theory, Bayesian analysis, decision theory, non-bayesian decision theory区别是什么? decision rule vs action Bayesian expected loss vs Bayes risk vs frequentist risk vs risk function of a decision rule Bayes action vs Bay...

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此书如何如何经典，我就不再赘述了。首先自己并未将书正本看完，而只是看了贝叶斯的部分(前4章)，其次看的比较快，用了不到一个月吧。下面说说自己读书过程中的几点感触。 1.此书的感觉就是确实比较好，但是需要读者有一定基础，否则就有云里雾里的感觉。作者默认读者已经掌握...

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