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Volumn 43, Issue 1, 1999, Pages 49-55

Nonparametric estimation of piecewise smooth regression functions

Author keywords

Complexity regularization; Least squares; Rate of convergence; Regression estimate

Indexed keywords


EID: 0038061375     PISSN: 01677152     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-7152(98)00245-4     Document Type: Article
Times cited : (8)

References (10)
  • 3
    • 0000568602 scopus 로고
    • Distribution-free consistency results in nonparametric discrimination and regression function estimation
    • Devroye L.P., Wagner T.J. Distribution-free consistency results in nonparametric discrimination and regression function estimation. Ann. Statist. 8:1980;231-239.
    • (1980) Ann. Statist. , vol.8 , pp. 231-239
    • Devroye, L.P.1    Wagner, T.J.2
  • 4
    • 0031508912 scopus 로고    scopus 로고
    • CART and best-ortho-basis: A connection
    • Donoho D. CART and best-ortho-basis: a connection. Ann. Statist. 25:1997;1870-1911.
    • (1997) Ann. Statist. , vol.25 , pp. 1870-1911
    • Donoho, D.1
  • 6
    • 0031510620 scopus 로고    scopus 로고
    • Interpolation methods for nonlinear wavelet regression with irregular spaced design
    • Hall P., Turlach B.A. Interpolation methods for nonlinear wavelet regression with irregular spaced design. Ann. Statist. 25:1997;1912-1925.
    • (1997) Ann. Statist. , vol.25 , pp. 1912-1925
    • Hall, P.1    Turlach, B.A.2
  • 7
    • 0002192516 scopus 로고
    • Decision theoretic generalizations of the PAC model for neural net and other learning applications
    • Haussler D. Decision theoretic generalizations of the PAC model for neural net and other learning applications. Inform. Comput. 100:1992;78-150.
    • (1992) Inform. Comput. , vol.100 , pp. 78-150
    • Haussler, D.1
  • 8
    • 0039396403 scopus 로고    scopus 로고
    • Nonparametric regression function estimation using interaction least squares splines and complexity regularization
    • Kohler M. Nonparametric regression function estimation using interaction least squares splines and complexity regularization. Metrika. 47:1998;147-163.
    • (1998) Metrika , vol.47 , pp. 147-163
    • Kohler, M.1
  • 9
    • 0030489341 scopus 로고    scopus 로고
    • Histogram regression estimation using data-dependent partitions
    • Nobel A. Histogram regression estimation using data-dependent partitions. Ann. Statist. 24:1996;1084-1105.
    • (1996) Ann. Statist. , vol.24 , pp. 1084-1105
    • Nobel, A.1
  • 10
    • 0000439527 scopus 로고
    • Optimal global rates of convergence for nonparametric regression
    • Stone C.J. Optimal global rates of convergence for nonparametric regression. Ann. Statist. 10:1982;1040-1053.
    • (1982) Ann. Statist. , vol.10 , pp. 1040-1053
    • Stone, C.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.