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Computational Statistics. 2nd ed. コンピュータ統計学 第2版
・ISBN 978-0-470-53331-4 hard US$ 146.95
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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-1-118-55555-2
| 著者・編者 | Givens, Geof H. / Hoeting, J. A., |
|---|---|
| シリーズ | Wiley Series in Computational Statistics |
| 出版社 | (Wiley, US) |
| 出版年月 | 2013 |
| ページ数 | 469 pp. |
| 言語 | ENG |
| ニュース番号 | ＜599-209＞ |
解説
This new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing. The book is comprised of four main parts spanning the field:
- Optimization
- Integration and Simulation
- Bootstrapping
- Density Estimation and Smoothing
Within these sections,each chapter includes a comprehensive introduction and step-by-step implementation summaries to accompany the explanations of key methods. The new edition includes updated coverage and existing topics as well as new topics such as adaptive MCMC and bootstrapping for correlated data. The book website now includes comprehensive R code for the entire book. There are extensive exercises, real examples, and helpful insights about how to use the methods in practice.