Inference and Prediction in Large Dimensions

Language: English

Published by Wiley Dez 2007, 2007

0470017619 / 9780470017616

Series: Book 208 of 358 - Wiley Series in Probability and Statistics

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - 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 problematic, 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.Highlighting the latest developments in the field, this book provides a comprehensive and authoritative introduction to the topic. The text is divided into three main parts covering statistical prediction, inference by projection, and inference by kernels. The applications are demonstrated with examples from fields such as finance, medicine and psychology.Inference and Prediction in Large Dimensions is aimed at graduates and researchers in the field of statistics, and students specializing in statistical inference for stochastic processes. The many potential applications also make it ideal for applied statisticians in numerous areas, as well as mathematicians and engineers.…

Seller Inventory # 9780470017616

Title
Inference and Prediction in Large Dimensions
Author
Delphine Blanke
Publisher
Wiley Dez 2007
Publication year
2007
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0470017619
ISBN 13
9780470017616
Item weight
608 grams
Dimensions
233x173x24 mm
Series
Book 208 of 358: Wiley Series in Probability and Statistics

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

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