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<図書>
Inference and prediction in large dimensions

責任表示 Denis Bosq, Delphine Blanke
シリーズ Wiley series in probability and mathematical statistics
データ種別 図書
出版者 Chichester : Wiley
出版者 [Paris] : Dunod
出版年 c2007
本文言語 英語
大きさ x, 316 p. : ill. ; 24 cm
概要 In many instances of statistical research the data and/or parameters belong to a large, or infinite, dimensional space. In such circumstances accurate inference and statistical prediction are often pr...blematic, requiring an alternative statistical treatment. Inference and Prediction in Large Dimensions offers a predominantly theoretical coverage of statistical prediction when such dimensional spaces are involved, and discusses numerous potential applications. The authors develop the theory of statistical prediction, non-parametric estimation by adaptive projection and kernel, with applications to tests of fit and prediction, and theory of linear processes in function spaces with applications to prediction of continuous time processes.続きを見る

所蔵情報

: hard 理系図3F 数理独自 023212007005782 BOSQ/10/2 2007

書誌詳細

一般注記 "This work is in the Wiley-Dunod Series co-published between Dunod and John Wiley & Sons, Ltd."
Includes bibliographical references (p. [299]-307) and index
著者標目 *Bosq, Denis, 1939-
Blanke, Delphine
件 名 LCSH:Estimation theory
LCSH:Nonparametric statistics
LCSH:Stochastic processes
LCSH:Prediction theory
分 類 LCC:QA276.8
DC22:519.5/44
書誌ID 1001328633
ISBN 9780470017616
NCID BA83649722
巻冊次 : hard ; ISBN:9780470017616
登録日 2009.09.18
更新日 2017.10.03

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