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<図書>
Robust estimation and testing

責任表示 Robert G. Staudte, Simon J. Sheather
シリーズ Wiley series in probability and mathematical statistics
データ種別 図書
出版者 New York : Wiley
出版年 c1990
本文言語 英語
大きさ xix, 351 p. ; 24 cm. + 1 floppy disk (5 in.)
概要 An introduction to the theory and methods of robust statistics, providing students with practical methods for carrying out robust procedures in a variety of statistical contexts and explaining the adv...ntages of these procedures. In addition, the text develops techniques and concepts likely to be useful in the future analysis of new statistical models and procedures. Emphasizing the concepts of breakdown point and influence functon of an estimator, it demonstrates the technique of expressing an estimator as a descriptive measure from which its influence function can be derived and then used to explore the efficiency and robustness properties of the estimator. Mathematical techniques are complemented by computational algorithms and Minitab macros for finding bootstrap and influence function estimates of standard errors of the estimators, robust confidence intervals, robust regression estimates and their standard errors. Includes examples and problems. 続きを見る

所蔵情報


理系図1F 開架 068582191003068 418.8/St 21/1 1990

書誌詳細

一般注記 "A Wiley-Interscience publication."
Bibliography: p. 329-339
Includes indexes
著者標目 *Staudte, Robert G.
Sheather, Simon J.
件 名 LCSH:Estimation theory
LCSH:Robust statistics
分 類 LCC:QA276.8
DC20:519.5/44
書誌ID 1000099607
ISBN 0471855472
NCID BA10712067
巻冊次 ISBN:0471855472
登録日 2009.09.10
更新日 2017.10.03

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