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Nonparametric Functional Data Analysis|Frédéric Ferraty

Nonparametric Functional Data Analysis : Theory and Practice

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Overview

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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Details

  • ISBN-13: 9780387303697
  • ISBN-10: 0387303693
  • Publisher: Springer
  • Publish Date: June 2006
  • Dimensions: 9.26 x 6.32 x 0.73 inches
  • Shipping Weight: 1.17 pounds
  • Page Count: 260

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