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Volumn 23, Issue , 2012, Pages

Random design analysis of ridge regression

Author keywords

[No Author keywords available]

Indexed keywords

ERRORS; REGRESSION ANALYSIS;

EID: 84898046816     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (70)

References (16)
  • 6
    • 0002161961 scopus 로고
    • Application of ridge analysis to regression problems
    • A. E. Hoerl. Application of ridge analysis to regression problems. Chemical Engineering Progress, 58:54-59, 1962.
    • (1962) Chemical Engineering Progress , vol.58 , pp. 54-59
    • Hoerl, A.E.1
  • 9
    • 84859392380 scopus 로고    scopus 로고
    • Tail inequalities for sums of random matrices that depend on the intrinsic dimension
    • D. Hsu, S. M. Kakade, and T. Zhang. Tail inequalities for sums of random matrices that depend on the intrinsic dimension. Electronic Communications in Probability, 17(14):1-13, 2012.
    • (2012) Electronic Communications in Probability , vol.17 , Issue.14 , pp. 1-13
    • Hsu, D.1    Kakade, S.M.2    Zhang, T.3
  • 10
    • 33746194045 scopus 로고    scopus 로고
    • Local rademacher complexities and oracle inequalities in risk minimization
    • V. Koltchinskii. Local Rademacher complexities and oracle inequalities in risk minimization. The Annals of Statistics, 34(6):2593-2656, 2006.
    • (2006) The Annals of Statistics , vol.34 , Issue.6 , pp. 2593-2656
    • Koltchinskii, V.1
  • 11
    • 0034287154 scopus 로고    scopus 로고
    • Adaptive estimation of a quadratic functional by model selection
    • B. Laurent and P. Massart. Adaptive estimation of a quadratic functional by model selection. The Annals of Statistics, 28(5):1302-1338, 2000.
    • (2000) The Annals of Statistics , vol.28 , Issue.5 , pp. 1302-1338
    • Laurent, B.1    Massart, P.2
  • 12
    • 34547455409 scopus 로고    scopus 로고
    • Learning theory estimates via integral operators and their approximations
    • S. Smale and D.-X. Zhou. Learning theory estimates via integral operators and their approximations. Constructive Approximations, 26:153-172, 2007.
    • (2007) Constructive Approximations , vol.26 , pp. 153-172
    • Smale, S.1    Zhou, D.-X.2
  • 15
    • 0000439527 scopus 로고
    • Optimal global rates of convergence for nonparametric regression
    • C. J. Stone. Optimal global rates of convergence for nonparametric regression. Annals of Statistics, 10:1040-1053, 1982.
    • (1982) Annals of Statistics , vol.10 , pp. 1040-1053
    • Stone, C.J.1
  • 16
    • 22944490838 scopus 로고    scopus 로고
    • Learning bounds for kernel regression using effective data dimensionality
    • T. Zhang. Learning bounds for kernel regression using effective data dimensionality. Neural Computation, 17:2077-2098, 2005.
    • (2005) Neural Computation , vol.17 , pp. 2077-2098
    • Zhang, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.