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Volumn 79, Issue 5, 2009, Pages 657-669

A note on functional linear regression

Author keywords

Covariance eigenfunction; Cross validation; Fourier basis; Functional linear regression; Functional principal components; Regularization; Roughness penalty

Indexed keywords


EID: 84871188308     PISSN: 00949655     EISSN: 15635163     Source Type: Journal    
DOI: 10.1080/00949650701836765     Document Type: Article
Times cited : (6)

References (10)
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  • 3
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    • Cai, T.T.1    Hall, P.2
  • 4
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    • Functional quasi-likelihood regression models with smooth random effects
    • J.-M. Chiou, H.-G. Müller, and J.-L. Wang, Functional quasi-likelihood regression models with smooth random effects, J. R. Stat. Soc. Ser. B 65 (2003), pp. 405-423.
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    • Chiou, J.-M.1    Müller, H.-G.2    Wang, J.-L.3
  • 5
    • 0001597980 scopus 로고
    • Estimating the mean and covariance structure nonparametrically when the data are curves
    • J.A. Rice and B.W. Silverman, Estimating the mean and covariance structure nonparametrically when the data are curves, J. R. Stat. Soc. Ser. B 53 (1991), pp. 233-243.
    • (1991) J. R. Stat. Soc. Ser. B , vol.53 , pp. 233-243
    • Rice, J.A.1    Silverman, B.W.2
  • 6
    • 19744372814 scopus 로고    scopus 로고
    • Generalized functional linear models
    • 33
    • H.-G. Müller and U. Stadtmüller, Generalized functional linear models, Ann. Statist. 33 (2005), pp. 774-805
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    • Müller, H.-G.1    Stadtmüller, U.2
  • 9
    • 35348874516 scopus 로고    scopus 로고
    • Methodology and convergence rates for functional linear regression
    • P. Hall and J.L. Horowitz, Methodology and convergence rates for functional linear regression, Ann. Statist. 35 (2007), pp. 70-91.
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    • Hall, P.1    Horowitz, J.L.2
  • 10
    • 34548839871 scopus 로고    scopus 로고
    • On rates of convergence in functional linear regression
    • Y. Li and T. Hsing, On rates of convergence in functional linear regression, J. Multivariate Anal. 98 (2007), pp. 1782-1804.
    • (2007) J. Multivariate Anal , vol.98 , pp. 1782-1804
    • Li, Y.1    Hsing, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.