Analysis of variance for functional data

Zhang, Jin-Ting, 1964-

Analysis of variance for functional data [electronic resource] / Jin-Ting Zhang. - Boca Raon : CRC Press, 2014. - xxiii, 386 p. : ill. - Monographs on statistics & applied probability ; 127 . - Monographs on statistics & applied probability ; 127. .

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.




Mode of access: World Wide Web.

9781439862742 (ebook : PDF)


Analysis of variance.
Functional analysis.


Electronic books.