A First Course in Bayesian Statistical Methods (Hardcover)
暫譯: 貝葉斯統計方法入門課程 (精裝版)
Peter D. Hoff
- 出版商: Springer
- 出版日期: 2009-06-15
- 售價: $3,630
- 貴賓價: 9.5 折 $3,449
- 語言: 英文
- 頁數: 272
- 裝訂: Hardcover
- ISBN: 0387922997
- ISBN-13: 9780387922997
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相關分類:
機率統計學 Probability-and-statistics
海外代購書籍(需單獨結帳)
商品描述
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 for these computational methods.
商品描述(中文翻譯)
一個獨立的機率、可交換性和貝葉斯法則的介紹提供了對應用材料的理論理解。許多可以直接運行的 R 代碼示例使讀者能夠自行執行數據分析。在數據分析示例的背景下，蒙地卡羅（Monte Carlo）和馬可夫鏈蒙地卡羅（Markov chain Monte Carlo）方法的發展為這些計算方法提供了動機。
