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<図書>
Robust inference

責任表示 M.L. Tiku, W.Y. Tan, N. Balakrishnan
シリーズ Statistics : textbooks and monographs ; vol. 71
データ種別 図書
出版情報 New York : M. Dekker , c1986
本文言語 英語
大きさ ix, 321 p. ; 24 cm
概要 This authoritative new volume treats a wide class of distributions that constitute plausible alternatives to normality -- such as short- and long-tailed symmetric distributions and moderately skewed d...stributions -- all having finite mean and variance. Robust Inference illustrates the appropriateness of various robust methods for solving both one-sample and multisample statistical inference problems ... develops Laguerre series expansions for Student's t and variance-ratio F statistic distributions ... analyzes normal and nonnormal distribution efficiencies ... works out modified maximum likelihood (MML) estimators based on type II censored samples for log-normal, logistic, exponential, and Rayleigh distributions ... uses MML estimators in constructing robust hypothesis-testing procedures ... considers the specialized topics of regression, analysis of variance, classification, and sample survey ... discusses goodness-of-fit tests ... describes Q-Q plots in a special appendix ... and much more. An outstanding, time-saving reference for theoreticians and practitioners of statistics, Robust Inference is also an excellent auxiliary text for an undergraduate- or graduate-level course on robustness. Book jacket.続きを見る

所蔵情報



理系図3F 数理独自 TIKU/10/1 c1986
068222186006421

書誌詳細

一般注記 Bibliography: p. 284-313
Includes index
著者標目 *Tiku, Moti Lal
Tan, W. Y.
Balakrishnan, N.
件 名 LCSH:Robust statistics
LCSH:Nonparametric statistics
LCSH:Estimation theory
分 類 LCC:QA276
DC19:519.5
書誌ID 1001045924
ISBN 0824775325
NCID BA00495086
巻冊次 ISBN:0824775325
登録日 2009.09.17
更新日 2009.11.02

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