메뉴 건너뛰기




Volumn 3610, Issue PART I, 2005, Pages 512-520

A simple quantile regression via support vector machine

Author keywords

[No Author keywords available]

Indexed keywords

LAGRANGE MULTIPLIERS; OPTIMIZATION; PROBLEM SOLVING;

EID: 26844463571     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11539087_66     Document Type: Conference Paper
Times cited : (30)

References (15)
  • 3
    • 0036160859 scopus 로고    scopus 로고
    • Efficient SVM regression training with SMO
    • Flake, G. W. and Lawrence, S. : Efficient SVM regression training with SMO, Machine Learning 46 (2002) 271-290
    • (2002) Machine Learning , vol.46 , pp. 271-290
    • Flake, G.W.1    Lawrence, S.2
  • 4
    • 0003425664 scopus 로고    scopus 로고
    • Support vector machines for classification and regression
    • University of Southampton
    • Gunn, S. : Support vector machines for classification and regression, ISIS Technical Report, University of Southampton (1998)
    • (1998) ISIS Technical Report
    • Gunn, S.1
  • 6
    • 0000273843 scopus 로고
    • Regression quantiles
    • Koenker, R. and Bassett, G. : Regression quantiles, Econometrica 46 (1978) 33-50
    • (1978) Econometrica , vol.46 , pp. 33-50
    • Koenker, R.1    Bassett, G.2
  • 7
    • 0000809318 scopus 로고
    • Computing regression quantiles
    • Koenker, R. and D'Orey, V. : Computing regression quantiles, Applied Statistics 36 (1987) 383-393
    • (1987) Applied Statistics , vol.36 , pp. 383-393
    • Koenker, R.1    D'Orey, V.2
  • 8
    • 0001242354 scopus 로고    scopus 로고
    • An interior point algorithm for nonlinear quantile regression
    • Koenker, R. and Park, B. J. : An interior point algorithm for nonlinear quantile regression, Journal of Econometrics 71 (1996) 265-283
    • (1996) Journal of Econometrics , vol.71 , pp. 265-283
    • Koenker, R.1    Park, B.J.2
  • 10
    • 0001171722 scopus 로고    scopus 로고
    • Using sparseness and analytic QP to speed training of support vector machines
    • Kearns, M. S., Solla, S. A. and Cohn, D. A. (Eds.)
    • Platt, J. : Using sparseness and analytic QP to speed training of support vector machines, In: Kearns, M. S., Solla, S. A. and Cohn, D. A. (Eds.), Advances in Neural Information Processing Systems 11 (1999)
    • (1999) Advances in Neural Information Processing Systems , vol.11
    • Platt, J.1
  • 11
    • 24044515976 scopus 로고    scopus 로고
    • On a kernel-based method for pattern recognition, regression, approximation and operator inversion
    • Smola, A. and Schölkopf, B. : On a kernel-based method for pattern recognition, regression, approximation and operator inversion. Algorithmica 22 (1998) 211-231
    • (1998) Algorithmica , vol.22 , pp. 211-231
    • Smola, A.1    Schölkopf, B.2
  • 15
    • 0142042364 scopus 로고    scopus 로고
    • Quantile regression: Applications and current research area
    • Yu, K., Lu, Z. and Stander, J. : Quantile regression: applications and current research area, The Statistician 52 (2003) 331-350
    • (2003) The Statistician , vol.52 , pp. 331-350
    • Yu, K.1    Lu, Z.2    Stander, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.