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<図書>
Transformation and weighting in regression

責任表示 Raymond J. Carroll and David Ruppert
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



中央図 自動書庫 417/C 22/1 1988
068172188029767


理系図3F 数理独自 CARR/60/1 1988
068222191000766

書誌詳細

一般注記 Bibliography: p. [227]-238
Includes indexes
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

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