Gaussian process regression analysis for functional data /

By:

Shi, Jian Qing

Contributor(s):

Choi, Taeryon

Material type: Text

TextPublication details: Boca Raton, FL : CRC Press, c2011.Description: xix, 196 pISBN:

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

Subject(s):

DDC classification:

519.2'3 SHI

LOC classification:

QA278.2 .S498 2011

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

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Previous	518 LAN Numerical analysis for statisticians /	518.23 AVO Economic applications of the theory of graphs /	518.60285 PEN Introductory computer methods and numerical analysis /	519.2'3 SHI Gaussian process regression analysis for functional data /	519.2'3 SHI Gaussian process regression analysis for functional data /	519.2’3 STI Stochastic processes and models /	519.2’3 STI Stochastic processes and models /	Next

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.

rua 30/043/13

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