Mendeley出力
＜図書＞
Linear statistical models
| 責任表示 | James H. Stapleton |
|---|---|
| シリーズ | Wiley series in probability and mathematical statistics |
| データ種別 | 図書 |
| 出版情報 | New York : Wiley , c1995 |
| 本文言語 | 英語 |
| 大きさ | xiii, 449 p. : ill. ; 25 cm |
| 概要 | Linear Statistical Models Developed and refined over a period of twenty years, the material in this book offers an especially lucid presentation of linear statistical models. These models lead to what...is usually called "multiple regression" or "analysis of variance" methodology, which, in turn, opens up a wide range of applications to the physical, biological, and social sciences, as well as to business, agriculture, and engineering. Unlike similar books on this topic, Linear Statistical Models emphasizes the geometry of vector spaces because of the intuitive insights this approach brings to an understanding of the theory. While the focus is on theory, examples of applications, using the SAS and S-Plus packages, are included. Prerequisites include some familiarity with linear algebra, and probability and statistics at the postcalculus level. Major topics covered include: Methods of study of random vectors, including the multivariate normal, chi-square, t and F distributions, central and noncentral The linear model and the basic theory of regression analysis and the analysis of variance Multiple regression methods, including transformations, analysis of residuals, and asymptotic theory for regression analysis. Separate sections are devoted to robust methods and to the bootstrap. Simultaneous confidence intervals: Bonferroni, Scheffé, Tukey, and Bechhofer Analysis of variance, with two- and three-way analysis of variance Random component models, nested designs, and balanced incomplete block designs Analysis of frequency data through log-linear models, with emphasis on vector space viewpoint. This chapter alone is sufficient for a course on the analysis of frequency data. 続きを見る |
所蔵情報
| 状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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中央図 3E | 417.6/St 2/58951629 | 1995 |
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068582195016290 |
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理系図3F 数理独自 | STAP/10/1 | 1995 |
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023211997000788 |
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理系図3F 数理独自 | STAP/10/1A | 1995 |
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023212004002921 |
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書誌詳細
| 一般注記 | "A Wiley-Interscience publication" -- T.p Includes bibliographical references (p. 401-407) and indexes |
|---|---|
| 著者標目 | *Stapleton, James H., 1931- |
| 件 名 | LCSH:Linear models (Statistics) |
| 分 類 | NDC9:417 LCC:QA279 DC20:519.5/38 |
| 書誌ID | 1000288148 |
| ISBN | 0471571504 |
| NCID | BA26037429 |
| 巻冊次 | ISBN:0471571504 |
| 登録日 | 2009.09.11 |
| 更新日 | 2017.10.03 |