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Analysis of variance for functional data [electronic resource] / Jin-Ting Zhang.

By: Material type: TextSeries: Monographs on statistics & applied probability ; 127.Publication details: Boca Raon : CRC Press, 2014.Description: xxiii, 386 p. : illISBN:
  • 9781439862742 (ebook : PDF)
Subject(s): Genre/Form: Additional physical formats: No titleOnline resources: Available additional physical forms:
  • Also available in print edition.
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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Includes bibliographical references (p. 369-380) and index.

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.

Also available in print edition.

Mode of access: World Wide Web.

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