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Gaussian process regression analysis for functional data /

Shi, Jian Qing.

Gaussian process regression analysis for functional data / - Boca Raton, FL : CRC Press, c2011. - xix, 196 p. :

Includes bibliographical references and index.

The book presents nonparametric statistical methods for functional regression analysis, specifically the methods based on a Gaussian process prior in a functional space.

ISBN: 9781439837733 (hardcover : alk. paper) 1439837732 (hardcover : alk. paper)

Subjects--Topical Terms:
Regression analysis.
Functional analysis.
Gaussian processes.

LC Class. No.: QA278.2 / .S498 2011

Dewey Class. No.: 519.2'3 / SHI

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