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Volumn , Issue , 2005, Pages 707-714

Rodeo: Sparse nonparametric regression in high dimensions

Author keywords

[No Author keywords available]

Indexed keywords

BANDWIDTH SELECTIONS; CURSE OF DIMENSIONALITY; EXPECTATION OPERATOR; HIGH DIMENSIONS; HYPOTHESIS TESTS; MINIMAX; NON-PARAMETRIC REGRESSION; RATE OF CONVERGENCE; SOFT THRESHOLDING; VARIABLE SELECTION;

EID: 34548065609     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (16)
  • 5
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines
    • J. H. Friedman. Multivariate adaptive regression splines. The Annals of Statistics, 19:1-67, 1991.
    • (1991) The Annals of Statistics , vol.19 , pp. 1-67
    • Friedman, J.H.1
  • 6
    • 0034287156 scopus 로고    scopus 로고
    • Asymptotics for lasso type estimators
    • W. Fu and K. Knight. Asymptotics for lasso type estimators. The Annals of Statistics, 28:1356-1378, 2000.
    • (2000) The Annals of Statistics , vol.28 , pp. 1356-1378
    • Fu, W.1    Knight, K.2
  • 10
    • 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, 25:929-947, 1997.
    • (1997) The Annals of Statistics , vol.25 , pp. 929-947
    • Lepski, O.V.1    Mammen, E.2    Spokoiny, V.G.3
  • 12
    • 0000006440 scopus 로고
    • Bandwidth choice for nonparametric regression
    • J. Rice. Bandwidth choice for nonparametric regression. The Annals of Statistics, 12:1215-1230, 1984.
    • (1984) The Annals of Statistics , vol.12 , pp. 1215-1230
    • Rice, J.1
  • 13
    • 0010027636 scopus 로고    scopus 로고
    • Empirical-bias bandwidths for local polynomial nonparametric regression and density estimation
    • D. Ruppert. Empirical-bias bandwidths for local polynomial nonparametric regression and density estimation. Journal of the American Statistical Association, 92:1049-1062, 1997.
    • (1997) Journal of the American Statistical Association , vol.92 , pp. 1049-1062
    • Ruppert, D.1
  • 14
    • 21844518517 scopus 로고
    • Multivariate locally weighted least squares regression
    • D. Ruppert and M. P. Wand. Multivariate locally weighted least squares regression. The Annals of Statistics, 22:1346-1370, 1994.
    • (1994) The Annals of Statistics , vol.22 , pp. 1346-1370
    • Ruppert, D.1    Wand, M.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.