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
发表于2024-12-23
Statistical Decision Theory and Bayesian Analysis pdf epub mobi txt 电子书 下载 2024
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.
还是不喜欢叨叨叨叨类型的数学书,不过也可能是因为偏应用。
评分及其经典,感觉相见恨晚。
评分前面决策论部分写得还不错,历史背景介绍得很清晰,但整书今天看来有其局限性。
评分前面决策论部分写得还不错,历史背景介绍得很清晰,但整书今天看来有其局限性。
评分及其经典,感觉相见恨晚。
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...
评分摘自Amazon This book (which is becoming somewhat of a classic) is simply outstanding. The author's philosophical and mathematical reasoning is impeccable. This book is very deep and will not just teach you theory and techniques but will teach you how to thi...
评分为了要搞论文,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...
评分为了要搞论文,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...
评分此书如何如何经典,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...
Statistical Decision Theory and Bayesian Analysis pdf epub mobi txt 电子书 下载 2024