統計決策理論和貝葉斯分析 2024 pdf epub mobi 電子書下載

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The relationships （both conceptual and mathematical） between Bayesian analysis and statistical decision theory are so strong that it is somewhat unnatural to learn one without the other. Nevertheless, major portions of each have developed separately. On the Bayesian side, there is an extensively developed Bayesian theory of statistical inference （both subjective and objective versions）. This theory recognizes the importance of viewing statistical analysis conditionally （i.e., treating observed data as known rather than unknown）, even when no loss function is to be incorporated into the analysis. There is also a well-developed （frequentist） decision theory, which avoids formal utilization of prior distributions and seeks to provide a foundation for frequentist statistical theory. Although the central thread of the book will be Bayesian decision theory, both Bayesian inference and non-Bayesian decision theory will be extensively discussed. Indeed, the book is written so as to allow, say, the teaching of a course on either subject separately.

統計決策理論和貝葉斯分析 2024 pdf epub mobi 電子書下載

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發表於2024-11-07

統計決策理論和貝葉斯分析 2024 pdf epub mobi 電子書下載

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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...

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此書如何如何經典，我就不再贅述瞭。首先自己並未將書正本看完，而隻是看瞭貝葉斯的部分(前4章)，其次看的比較快，用瞭不到一個月吧。下麵說說自己讀書過程中的幾點感觸。 1.此書的感覺就是確實比較好，但是需要讀者有一定基礎，否則就有雲裏霧裏的感覺。作者默認讀者已經掌握...

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比如這些概念： Bayesian decision theory, Bayesian analysis, decision theory, non-bayesian decision theory區彆是什麼? 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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為瞭要搞論文，我從圖書館藉瞭一堆貝葉斯的書來看，雖然看得不算全麵，還是在這裏做一個小小的總結：　　茆詩鬆《貝葉斯統計》 http://book.douban.com/subject/1551888/ 目前看過的講貝葉斯方法最通俗易懂的書瞭張連文《貝葉斯網引論》 http://book.douban.com/subj...

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出版者:世界圖書齣版公司

作者:James O.Berger

出品人:

頁數:617

譯者:

出版時間:2004-11

價格:88.00元

裝幀:簡裝本

isbn號碼:9787506271813

叢書系列:Springer Series in Statistics 影印版