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Nonparametric Functional Data Analysis: Theory and Practice

Nonparametric Functional Data Analysis: Theory and Practice

Hardcover

Series: Springer Statistics

General ComputersGeologyProbability & Statistics

ISBN10: 0387303693
ISBN13: 9780387303697
Publisher: Springer
Published: Jun 6 2006
Pages: 260
Weight: 1.17
Height: 0.73 Width: 6.32 Depth: 9.26
Language: English
This book links two fields of modern statistics by explaining how functional data can be studied through parameter-free statistical ideas. This book starts from theoretical foundations including functional nonparametric modelling, description of the mathematical framework, construction of the statistical methods, and statements of their asymptotic behaviors. It proceeds to computational issues including R and S-PLUS routines.

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Ferraty, Frédéric

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Probability & Statistics