Reproducing Kernel Hilbert Spaces in Probability and Statistics

2004 ed.

by Alain Berlinet , Christine Thomas-Agnan

Book Details

Format Hardback or Cased Book

ISBN-10 1402076797

ISBN-13 9781402076794

Edition 2004 ed.

Publisher Springer-Verlag New York Inc.

Imprint Springer-Verlag New York Inc.

Country of Manufacture GB

Country of Publication GB

Publication Date Dec 31st, 2003

Print length 355 Pages

Weight 712 grams

Dimensions 16.60 x 24.20 x 2.80 cms

Product Classification: Economics

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The reproducing kernel Hilbert space construction is a bijection or transform theory which associates a positive definite kernel (gaussian processes) with a Hilbert space offunctions.

The book covers theoretical questions including the latest extension of the formalism, and computational issues and focuses on some of the more fruitful and promising applications, including statistical signal processing, nonparametric curve estimation, random measures, limit theorems, learning theory and some applications at the fringe between Statistics and Approximation Theory. It is geared to graduate students in Statistics, Mathematics or Engineering, or to scientists with an equivalent level.

Get Reproducing Kernel Hilbert Spaces in Probability and Statistics by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer-Verlag New York Inc. and it has pages.