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Nonparametric Functional Data Analysis: Theory and Practice

Nonparametric Functional Data Analysis: Theory and Practice

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Product Details
Author:
Frédéric Ferraty
Publisher:
Springer
Publication Date:
Jun 06, 2006
Number of pages:
260 pages
Binding:
Hardback or Cased Book
ISBN-10:
0387303693
ISBN-13:
9780387303697

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.
  • | Author: Frédéric Ferraty
  • | Publisher: Springer
  • | Publication Date: Jun 06, 2006
  • | Number of Pages: 260 pages
  • | Binding: Hardback or Cased Book
  • | ISBN-10: 0387303693
  • | ISBN-13: 9780387303697

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