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商品詳細
Linear Models and Generalizations : Least Squares and Alternatives. 3rd extended ed. C.R.ラオ他著 線形モデルと一般化 第3版
・ISBN 978-3-540-74226-5 hard EUR 119.99
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| 著者・編者 | Rao, C. Radhakrishna / Toutenburg, H. / Shalabh et al., |
|---|---|
| シリーズ | Springer Series in Statistics |
| 出版社 | (Springer, GW) |
| 出版年月 | 2008 |
| ページ数 | xix, 570 pp. |
| 言語 | ENG |
| ニュース番号 | ＜546-233＞ |
解説
Revised and updated with the latest results, this Third Edition explores the theory and applications of linear models. The authors present a unified theory of inference from linear models and its generalizations with minimal assumptions. They not only use least squares theory, but also alternative methods of estimation and testing based on convex loss functions and general estimating equations. Highlights of coverage include sensitivity analysis and model selection, an analysis of incomplete data, an analysis of categorical data based on a unified presentation of generalized linear models, and an extensive appendix on matrix theory.