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<図書>
Robust statistics : theory and methods

責任表示 Ricardo A. Maronna, R. Douglas Martin, Víctor J. Yohai
シリーズ Wiley series in probability and mathematical statistics
データ種別 図書
出版情報 Chichester : J. Wiley , c2006
本文言語 英語
大きさ xx, 403 p. : ill. ; 24 cm
概要 Maronna (Universidad Nacional de La Plata, Argentina), Martin (U. of Washington, Seattle), and Yohai (U. of Buenos Aires, Argentina) describe the use of robust methods and their advantages and disadva...tages, as well as their application in regression, multivariate analysis, generalized linear models, and time series. They aim to promote the use of these methods to increase the reliability and accuracy of statistical modeling and data analysis and allow the reader to select the best methods for each model. For each, theory, leading methods, comparisons of properties, computational algorithms and S-PLUS implementations, and recommendations are provided. The volume is intended for researchers, practitioners, and graduate students in statistics, electrical, chemical, and biochemical engineering, and computer vision who have a knowledge of probability, calculus and linear algebra, statistics, and linear regression. Annotation ©2006 Book News, Inc., Portland, OR (booknews.com) 続きを見る

所蔵情報



理系図1F 開架 417/Ma 52 2006
058212006006378


理系図3F 数理独自 MARO/10/1 2006
023212006001057

書誌詳細

一般注記 Includes bibliographical references (p. [383]-396) and index
著者標目 *Maronna, Ricardo A.
Martin, R. Douglas
Yohai, Víctor J.
件 名 LCSH:Robust statistics
分 類 NDC9:417
書誌ID 1001230674
ISBN 9780470010921
NCID BA76421258
巻冊次 ISBN:9780470010921 ; XISBN:0470010924
登録日 2009.09.18
更新日 2009.11.02