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Volumn , Issue , 2013, Pages

Adaptivity to local smoothness and dimension in kernel regression

Author keywords

[No Author keywords available]

Indexed keywords

SET THEORY; TOPOLOGY;

EID: 84899004232     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (47)

References (10)
  • 1
    • 0000439527 scopus 로고
    • Optimal rates of convergence for non-parametric estimators
    • C. J. Stone. Optimal rates of convergence for non-parametric estimators. Ann. Statist., 8:1348-1360, 1980.
    • (1980) Ann. Statist. , vol.8 , pp. 1348-1360
    • Stone, C.J.1
  • 2
    • 0000439527 scopus 로고
    • Optimal global rates of convergence for non-parametric estimators
    • C. J. Stone. Optimal global rates of convergence for non-parametric estimators. Ann. Statist., 10:1340-1353, 1982.
    • (1982) Ann. Statist. , vol.10 , pp. 1340-1353
    • Stone, C.J.1
  • 6
    • 0031504935 scopus 로고    scopus 로고
    • Optimal spatial adaptation to inhomogeneous smoothness: An approach based on kernel estimates with variable bandwidth selectors
    • O. V. Lepski, E. Mammen, and V. G. Spokoiny. Optimal spatial adaptation to inhomogeneous smoothness: an approach based on kernel estimates with variable bandwidth selectors. The Annals of Statistics, pages 929-947, 1997.
    • (1997) The Annals of Statistics , pp. 929-947
    • Lepski, O.V.1    Mammen, E.2    Spokoiny, V.G.3
  • 7
    • 0031327277 scopus 로고    scopus 로고
    • Optimal pointwise adaptive methods in nonparametric estimation
    • O. V. Lepski and V. G. Spokoiny. Optimal pointwise adaptive methods in nonparametric estimation. The Annals of Statistics, 25(6):2512-2546, 1997.
    • (1997) The Annals of Statistics , vol.25 , Issue.6 , pp. 2512-2546
    • Lepski, O.V.1    Spokoiny, V.G.2
  • 8
    • 0000458553 scopus 로고    scopus 로고
    • Adaptive minimax estimation of infinitely differentiable functions
    • O. V. Lepski and B. Y. Levit. Adaptive minimax estimation of infinitely differentiable functions. Mathematical Methods of Statistics, 7(2):123-156, 1998.
    • (1998) Mathematical Methods of Statistics , vol.7 , Issue.2 , pp. 123-156
    • Lepski, O.V.1    Levit, B.Y.2
  • 9
    • 85162400498 scopus 로고    scopus 로고
    • K-NN regression adapts to local intrinsic dimension
    • S. Kpotufe. k-NN Regression Adapts to Local Intrinsic Dimension. NIPS, 2011.
    • (2011) NIPS
    • Kpotufe, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.