메뉴 건너뛰기




Volumn 50, Issue 3, 2006, Pages 642-658

An even faster algorithm for ridge regression of reduced rank data

Author keywords

Bidiagonal factorization; Cross validation; Matrix factorization; Ridge regression

Indexed keywords

DATA REDUCTION; DATA STORAGE EQUIPMENT; METRIC SYSTEM; PARAMETER ESTIMATION; REGRESSION ANALYSIS;

EID: 25444433377     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2004.09.007     Document Type: Article
Times cited : (9)

References (10)
  • 2
    • 0000565315 scopus 로고
    • Algorithms for the regularization of ill-conditioned least squares problems
    • L. Eldén Algorithms for the regularization of ill-conditioned least squares problems BIT 17 1977 134 145
    • (1977) BIT , vol.17 , pp. 134-145
    • Eldén, L.1
  • 3
    • 0002626762 scopus 로고
    • A note on the computation of the generalized cross-validation function for ill-conditioned least squares problems
    • L. Eldén A note on the computation of the generalized cross-validation function for ill-conditioned least squares problems BIT 24 1984 467 472
    • (1984) BIT , vol.24 , pp. 467-472
    • Eldén, L.1
  • 5
    • 0037189998 scopus 로고    scopus 로고
    • A faster algorithm for ridge regression of reduced rank data
    • D.M. Hawkins, and X. Yin A faster algorithm for ridge regression of reduced rank data Comput. Statist. Data Anal. 40 2 2002 253 262
    • (2002) Comput. Statist. Data Anal. , vol.40 , Issue.2 , pp. 253-262
    • Hawkins, D.M.1    Yin, X.2
  • 6
    • 84942484786 scopus 로고
    • Ridge regression: Biased estimation for nonorthogonal problems
    • A.E. Hoerl, and R.W. Kennard Ridge regression biased estimation for nonorthogonal problems Technometrics 12 1970 55 67
    • (1970) Technometrics , vol.12 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2
  • 7
    • 0003289778 scopus 로고
    • Solving least squares problems
    • SIAM, Philadelphia (originally published by Prentice-Hall, 1974)
    • Lawson, C.L., Hanson, R.J., 1995. Solving Least Squares Problems. Classics in Applied Mathematics, vol. 15. SIAM, Philadelphia (originally published by Prentice-Hall, 1974).
    • (1995) Classics in Applied Mathematics , vol.15
    • Lawson, C.L.1    Hanson, R.J.2
  • 8
    • 1842607847 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-00-3
    • R Development Core Team, 2004. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-00-3. URL http://www.R-project.org
    • (2004) R: A Language and Environment for Statistical Computing
  • 10
    • 0034364945 scopus 로고    scopus 로고
    • Modelling and smoothing parameter estimation with multiple quadratic penalties
    • S.N. Wood Modelling and smoothing parameter estimation with multiple quadratic penalties J. Roy. Statist. Soc. Ser. B 62 2 2000 413 428
    • (2000) J. Roy. Statist. Soc. Ser. B , vol.62 , Issue.2 , pp. 413-428
    • Wood, S.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.