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Bayesian Analysis of Linear Models.
・ISBN 978-0-8247-8582-6 1984 hard GB£ 171.99
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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-315-13814-5
| 著者・編者 | Broemeling, |
|---|---|
| シリーズ | Statistics: A Series of Textbooks and Monographs |
| 出版社 | (CRC Press Inc, US) |
| ページ数 | 476 pp. |
| 言語 | ENG |
| ニュース番号 | <M25-566> |
解説
With Bayesian statistics rapidly becoming accepted as a way to solve applied statisticalproblems, the need for a comprehensive, up-to-date source on the latest advances in thisfield has arisen.Presenting the basic theory of a large variety of linear models from a Bayesian viewpoint,Bayesian Analysis of Linear Models fills this need. Plus, this definitive volume containssomething traditional-a review of Bayesian techniques and methods of estimation, hypothesis,testing, and forecasting as applied to the standard populations ... somethinginnovative-a new approach to mixed models and models not generally studied by statisticianssuch as linear dynamic systems and changing parameter models ... and somethingpractical-clear graphs, eary-to-understand examples, end-of-chapter problems, numerousreferences, and a distribution appendix.Comprehensible, unique, and in-depth, Bayesian Analysis of Linear Models is the definitivemonograph for statisticians, econometricians, and engineers. In addition, this text isideal for students in graduate-level courses such as linear models, econometrics, andBayesian inference.