Analysis of variance for functional data

Analysis of variance for functional data

by Zhang, Jin-Ting

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Title Statements

  • Full title :Analysis of variance for functional data / Jin-Ting Zhang.

Edition Statements

  • Publication Date:2014.

Publication Statements

  • Publisher(s):CRC Press
  • Place of Publication:Boca Raon
  • Language:eng
  • Publication Date:2014.

The Physical Object

  • Description:1 online resource (xxiii, 386 p.) : : illustrations.

Edition Identifiers

  • ISBN:9781439862742, 1439862745
  • oclc:ocn940626097

Table of Contents

1. Introduction -- 2. Nonparametric smoothers for a single curve -- 3. Reconstruction of functional data -- 4. Stochastic processes -- 5. ANOVA for functional data -- 6. Linear models with functional responses -- 7. Ill-conditioned functional linear models -- 8. Diagnostics of functional observations -- 9. Heteroscedastic ANOVA for functional data -- 10. Test of equality of covariance functions.

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Subjects

Analyse de variance Analyse fonctionnelle Analysis of variance Functional analysis

Writers

Zhang, Jin-Ting

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