<図書>
Transformation and weighting in regression
責任表示 | Raymond J. Carroll and David Ruppert |
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シリーズ | Monographs on statistics and applied probability |
データ種別 | 図書 |
出版情報 | New York : Chapman and Hall , 1988 |
本文言語 | 英語 |
大きさ | x, 249 p. : ill. ; 22 cm |
概要 | This monograph provides a careful review of the major statistical techniques used to analyze regression data with nonconstant variability and skewness. The authors have developed statistical techniqu...s--such as formal fitting methods and less formal graphical techniques-- that can be applied to many problems across a range of disciplines, including pharmacokinetics, econometrics, biochemical assays, and fisheries research. While the main focus of the book in on data transformation and weighting, it also draws upon ideas from diverse fields such as influence diagnostics, robustness, bootstrapping, nonparametric data smoothing, quasi-likelihood methods, errors-in-variables, and random coefficients. The authors discuss the computation of estimates and give numerous examples using real data. The book also includes an extensive treatment of estimating variance functions in regression. 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 自動書庫 | 417/C 22/1 | 1988 |
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068172188029767 |
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理系図3F 数理独自 | CARR/60/1 | 1988 |
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068222191000766 |
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書誌詳細
一般注記 | Bibliography: p. [227]-238 Includes indexes |
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著者標目 | *Carroll, Raymond J. Ruppert, David, 1948- |
件 名 | LCSH:Regression analysis LCSH:Analysis of variance LCSH:Estimation theory |
分 類 | LCC:QA278.2 DC19:519.5/36 |
書誌ID | 1000482381 |
ISBN | 0412014211 |
NCID | BA04546509 |
巻冊次 | ISBN:0412014211 ; PRICE:$29.50 |
登録日 | 2009.09.14 |
更新日 | 2009.11.02 |