Bayesian Data Analysis, 2/e
暫譯: 貝葉斯數據分析(第二版)
Andrew Gelman, John B. Carlin, Hal S. Stern, Donald B. Rubin
- 出版商: Chapman
- 出版日期: 2003-07-29
- 售價: $2,980
- 貴賓價: 9.5 折 $2,831
- 語言: 英文
- 頁數: 690
- 裝訂: Hardcover
- ISBN: 158488388X
- ISBN-13: 9781584883883
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相關分類:
Data Science、機率統計學 Probability-and-statistics
海外代購書籍(需單獨結帳)
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商品描述
Description
Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critiques statistical analysis from a Bayesian perspective. Changes in the new edition include: added material on how Bayesian methods are connected to other approaches, stronger focus on MCMC, added chapter on further computation topics, more examples, and additional chapters on current models for Bayesian data analysis such as equation models, generalized linear mixed models, and more. The book is an introductory text and a reference for working scientists throughout their professional life.
商品描述(中文翻譯)
描述
本書第二版結合了新的和更新的資訊,繼續強調實踐重於理論,描述如何從貝葉斯(Bayesian)角度概念化、執行和批評統計分析。新版本的變更包括:增加了貝葉斯方法與其他方法的聯繫,對馬可夫鏈蒙地卡羅(MCMC)的更強調,新增了有關進一步計算主題的章節,更多的範例,以及關於當前貝葉斯數據分析模型的附加章節,例如方程模型、廣義線性混合模型等。本書是一本入門教材,也是工作科學家在其職業生涯中參考的資料。