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Bayesian Analysis of Linear Models.

Bayesian Analysis of Linear Models.

・ISBN 978-0-367-45174-5 paper GB£ 68.99

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お気に入り
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, UK)
出版年月2019
ページ数472 pp.
言語ENG
ニュース番号<M25-7701>

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.