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Volumn 62, Issue 3, 2000, Pages 431-448

On variable bandwidth selection in local polynomial regression

Author keywords

Bandwidth selection; Local polynomials; Nonparametric regression

Indexed keywords


EID: 0034354949     PISSN: 13697412     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9868.00242     Document Type: Article
Times cited : (12)

References (13)
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  • 2
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  • 3
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    • Bandwidth selection for kernel density estimation
    • _ (1991b) Bandwidth selection for kernel density estimation. Ann. Statist., 19, 1883-1905.
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  • 4
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    • Data-driven bandwidth selection in local polynomial fitting: Variable bandwidth and spatial adaptation
    • Fan, J. and Gijbels, J. (1995) Data-driven bandwidth selection in local polynomial fitting: variable bandwidth and spatial adaptation. J. R. Statist. Soc. B, 57, 371-394.
    • (1995) J. R. Statist. Soc. B , vol.57 , pp. 371-394
    • Fan, J.1    Gijbels, J.2
  • 6
    • 25444438427 scopus 로고    scopus 로고
    • A study of variable bandwidth selection for local polynomial regression
    • Fan, J., Gijbels, I., Hu, T.-C. and Huang, L.-S. (1996) A study of variable bandwidth selection for local polynomial regression. Statist. Sin., 6, 113-127.
    • (1996) Statist. Sin. , vol.6 , pp. 113-127
    • Fan, J.1    Gijbels, I.2    Hu, T.-C.3    Huang, L.-S.4
  • 7
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    • Rates of convergence for pre-asymptotic substitution bandwidth selector
    • Fan, J. and Huang, L.-S. (1999) Rates of convergence for pre-asymptotic substitution bandwidth selector. Statist. Probab. Lett., 43, 309-316.
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    • Fan, J.1    Huang, L.-S.2
  • 8
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    • A flexible and fast method for automatic smoothing
    • Gasser, T., Kneip, A. and Köhler, W. (1991) A flexible and fast method for automatic smoothing. J. Am. Statist. Ass., 86, 643-652.
    • (1991) J. Am. Statist. Ass. , vol.86 , pp. 643-652
    • Gasser, T.1    Kneip, A.2    Köhler, W.3
  • 9
    • 0041171994 scopus 로고
    • On optimal data-based bandwidth selection in kernel density estimation
    • Hall, P., Sheather, S. J., Jones, M. C. and Marron, J. S. (1991) On optimal data-based bandwidth selection in kernel density estimation. Biometrika, 78, 263-271.
    • (1991) Biometrika , vol.78 , pp. 263-271
    • Hall, P.1    Sheather, S.J.2    Jones, M.C.3    Marron, J.S.4
  • 10
    • 0001079479 scopus 로고
    • Regression smoothing parameters that are not far from their optimum
    • Härdle, W., Hall, P. and Marron, S. (1992) Regression smoothing parameters that are not far from their optimum. J. Am. Statist. Ass., 87, 227-233.
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    • Härdle, W.1    Hall, P.2    Marron, S.3
  • 11
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    • Empirical-bias bandwidths for local polynomial nonparametric regression and density estimation
    • Ruppert, D. (1997) Empirical-bias bandwidths for local polynomial nonparametric regression and density estimation. J. Am. Statist. Ass., 92, 1049-1062.
    • (1997) J. Am. Statist. Ass. , vol.92 , pp. 1049-1062
    • Ruppert, D.1
  • 12
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    • An effective bandwidth selector for local least squares regression
    • Ruppert, D., Sheather, S. J. and Wand, M. P. (1995) An effective bandwidth selector for local least squares regression. J. Am. Statist. Ass., 90, 1257-1270.
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  • 13
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    • A reliable data-based selection method for kernel density estimation
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.