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Volumn 23, Issue 2, 2009, Pages 76-77

The PLS model space: The inconsistency persists

Author keywords

Bidiagonalization; Model inconsistency; NIPALS; Partial least squares

Indexed keywords

BIDIAGONALIZATION; LATENT VARIABLE; MATRIX; MODEL INCONSISTENCY; MODEL SPACES; NIPALS; PARTIAL LEAST-SQUARES; PLS MODELLING;

EID: 60149094974     PISSN: 08869383     EISSN: 1099128X     Source Type: Journal    
DOI: 10.1002/cem.1181     Document Type: Article
Times cited : (10)

References (10)
  • 2
    • 34548797039 scopus 로고    scopus 로고
    • The model space in partial least squares regression
    • Pell RJ, Ramos LS, Manne R. The model space in partial least squares regression. J. Chemometr. 2007; 21: 165-172.
    • (2007) J. Chemometr , vol.21 , pp. 165-172
    • Pell, R.J.1    Ramos, L.S.2    Manne, R.3
  • 3
    • 85162676194 scopus 로고
    • PLS regression methods
    • Höskuldsson A. PLS regression methods. J. Chemometr. 1988; 2: 211-228.
    • (1988) J. Chemometr , vol.2 , pp. 211-228
    • Höskuldsson, A.1
  • 4
    • 0036062572 scopus 로고    scopus 로고
    • Exploiting the connection between PLS, Lanczos methods and conjugate gradients: Alternative proofs of some properties of PLS
    • Phatak A, de Hoog F. Exploiting the connection between PLS, Lanczos methods and conjugate gradients: alternative proofs of some properties of PLS. J. Chemometr. 2002; 16: 361-367.
    • (2002) J. Chemometr , vol.16 , pp. 361-367
    • Phatak, A.1    de Hoog, F.2
  • 5
    • 0001681052 scopus 로고
    • The collinearity problem in linear regression. The partial least squares (PLS) approach to generalized inverses
    • Wold S, Ruhe A, Wold H, Dunn WJ. The collinearity problem in linear regression. The partial least squares (PLS) approach to generalized inverses. SIAM J. Sci. Comput. 1984; 5: 735-743.
    • (1984) SIAM J. Sci. Comput , vol.5 , pp. 735-743
    • Wold, S.1    Ruhe, A.2    Wold, H.3    Dunn, W.J.4
  • 6
    • 0001375454 scopus 로고    scopus 로고
    • Significance regression: A statistical approach to partial least squares
    • Holcomb TR, Hjalmarsson H, Morari M, Tyler ML. Significance regression: a statistical approach to partial least squares. J. Chemometr. 1997; 11: 283-309.
    • (1997) J. Chemometr , vol.11 , pp. 283-309
    • Holcomb, T.R.1    Hjalmarsson, H.2    Morari, M.3    Tyler, M.L.4
  • 7
    • 0642315270 scopus 로고    scopus 로고
    • The geometry of partial least squares
    • Phatak A, De Jong S. The geometry of partial least squares. J. Chemometr. 1997; 11: 311-338.
    • (1997) J. Chemometr , vol.11 , pp. 311-338
    • Phatak, A.1    De Jong, S.2
  • 9
    • 0036821543 scopus 로고    scopus 로고
    • Noise handling capabilities of multivariate calibration methods
    • Ergon R. Noise handling capabilities of multivariate calibration methods. Model. Ident. Control 2002; 23: 259-273.
    • (2002) Model. Ident. Control , vol.23 , pp. 259-273
    • Ergon, R.1
  • 10
    • 70350466902 scopus 로고    scopus 로고
    • Private communication
    • June
    • Andersson M. Foss Japan, Tokyo. Private communication, June 2008.
    • (2008)
    • Foss, A.M.1    Japan, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.