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Volumn 139, Issue 3, 2009, Pages 1056-1072

Double-smoothing for bias reduction in local linear regression

Author keywords

Asymptotic bias; Asymptotic variance; Edge effect; Local polynomial regression; Mean square error; Nonparametric regression

Indexed keywords


EID: 56949102642     PISSN: 03783758     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jspi.2008.06.011     Document Type: Article
Times cited : (19)

References (14)
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  • 2
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  • 3
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    • Cline, D.B.H.1    Hart, J.D.2
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    • On pseudodata methods for removing boundary effects in kernel density estimation
    • Cowling A., and Hall P. On pseudodata methods for removing boundary effects in kernel density estimation. J. Roy. Statist. Soc. B 58 (1996) 551-563
    • (1996) J. Roy. Statist. Soc. B , vol.58 , pp. 551-563
    • Cowling, A.1    Hall, P.2
  • 6
    • 3042869574 scopus 로고
    • Local linear regression smoothers and their minimax efficiencies
    • Fan J. Local linear regression smoothers and their minimax efficiencies. Ann. Statist. 21 (1993) 196-216
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    • Fan, J.1
  • 8
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    • An asymptotic study of variable bandwidth selection for local polynomial regression
    • Fan J., Gijbels I., Hu T.-C., and Huang L.-S. An asymptotic study of variable bandwidth selection for local polynomial regression. Statist. Sinica 6 (1996) 113-127
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  • 9
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    • Huang, L.-S., Chen, J., 2008. Analysis of variance, coefficient of determination, and a F-test for local polynomial regression. Ann. Statist., to appear.
    • Huang, L.-S., Chen, J., 2008. Analysis of variance, coefficient of determination, and a F-test for local polynomial regression. Ann. Statist., to appear.
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    • Huang, L.-S., Davidson, P.W., 2007. Analysis of variance and F-tests for partial linear models with application to environmental health data. Technical Report, 07/01/2007, University of Rochester.
    • Huang, L.-S., Davidson, P.W., 2007. Analysis of variance and F-tests for partial linear models with application to environmental health data. Technical Report, 07/01/2007, University of Rochester.
  • 14
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    • Information-theoretic determination of minimax rates of convergence
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    • Yang, Y.1    Barron, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.