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Bayesian Methods : A Social and Behavioral Sciences Approach. 3rd ed. ベイズ法－社会科学・行動科学アプローチ 第3版
・ISBN 978-1-4398-6248-3 hard GB£ 83.99
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| 著者・編者 | Gill, Jeff, |
|---|---|
| シリーズ | Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences |
| 出版社 | (Chapman & Hall / CRC, US) |
| 出版年月 | 2015 |
| ページ数 | 722 pp. |
| 言語 | ENG |
| ニュース番号 | ＜603-356 603-36＞ |
解説
An Update of the Most Popular Graduate-Level Introductions to Bayesian Statistics for Social Scientists
Now that Bayesian modeling has become standard, MCMC is well understood and trusted, and computing power continues to increase, Bayesian Methods: A Social and Behavioral Sciences Approach, Third Edition focuses more on implementation details of the procedures and less on justifying procedures. The expanded examples reflect this updated approach.
New to the Third Edition
- A chapter on Bayesian decision theory, covering Bayesian and frequentist decision theory as well as the connection of empirical Bayes with James-Stein estimation
- A chapter on the practical implementation of MCMC methods using the BUGS software
- Greatly expanded chapter on hierarchical models that shows how this area is well suited to the Bayesian paradigm
- Many new applications from a variety of social science disciplines
- Double the number of exercises, with 20 now in each chapter
- Updated BaM package in R, including new datasets, code, and procedures for calling BUGS packages from R
This bestselling, highly praised text continues to be suitable for a range of courses, including an introductory course or a computing-centered course. It shows students in the social and behavioral sciences how to use Bayesian methods in practice, preparing them for sophisticated, real-world work in the field.