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Volumn 30, Issue 5, 2016, Pages 242-251

Post-transformation of PLS2 (ptPLS2) by orthogonal matrix: A new approach for generating predictive and orthogonal latent variables

Author keywords

PLS regression; Post transformation; Predictive latent variables

Indexed keywords

LEAST SQUARES APPROXIMATIONS; MATRIX ALGEBRA; REGRESSION ANALYSIS;

EID: 84959386273     PISSN: 08869383     EISSN: 1099128X     Source Type: Journal    
DOI: 10.1002/cem.2780     Document Type: Article
Times cited : (24)

References (16)
  • 1
    • 0036857705 scopus 로고    scopus 로고
    • Orthogonal signal correction: algorithmic aspects and properties
    • Li B, Morris AJ, Martin EB. Orthogonal signal correction: algorithmic aspects and properties. J. Chemom 2002; 16: 556-561.
    • (2002) J. Chemom , vol.16 , pp. 556-561
    • Li, B.1    Morris, A.J.2    Martin, E.B.3
  • 2
    • 0036083139 scopus 로고    scopus 로고
    • Orthogonal projections to latent structures (O-PLS)
    • Trygg J, Wold S. Orthogonal projections to latent structures (O-PLS). J. Chemom 2002; 16: 119-128.
    • (2002) J. Chemom , vol.16 , pp. 119-128
    • Trygg, J.1    Wold, S.2
  • 3
    • 0037282744 scopus 로고    scopus 로고
    • O2-PLS, a two-block (X-Y) latent variable regression (LVR) method with an integral OSC filter
    • Trygg J, Wold S. O2-PLS, a two-block (X-Y) latent variable regression (LVR) method with an integral OSC filter. J. Chemom 2003; 17: 53-64.
    • (2003) J. Chemom , vol.17 , pp. 53-64
    • Trygg, J.1    Wold, S.2
  • 4
    • 23044451432 scopus 로고    scopus 로고
    • PLS post-processing by similarity transformation (PLS+ST): a simple alternative to OPLS
    • Ergon R. PLS post-processing by similarity transformation (PLS+ST): a simple alternative to OPLS. J. Chemom 2005; 19: 1-4.
    • (2005) J. Chemom , vol.19 , pp. 1-4
    • Ergon, R.1
  • 6
    • 85162676194 scopus 로고
    • PLS regression methods
    • Höskuldsson A. PLS regression methods. J. Chemom 1988; 2: 211-228.
    • (1988) J. Chemom , vol.2 , pp. 211-228
    • Höskuldsson, A.1
  • 7
    • 45949122062 scopus 로고
    • Analysis of two partial-least-squares algorithms for multivariate calibration
    • Manne R. Analysis of two partial-least-squares algorithms for multivariate calibration. Chemom. Intell. Lab. 1987; 1: 187-197.
    • (1987) Chemom. Intell. Lab. , vol.1 , pp. 187-197
    • Manne, R.1
  • 8
    • 3242731235 scopus 로고    scopus 로고
    • Some theoretical properties of the O-PLS method
    • Verron T, Sabatier R, Joffre R. Some theoretical properties of the O-PLS method. J. Chemom 2004; 18: 62-68.
    • (2004) J. Chemom , vol.18 , pp. 62-68
    • Verron, T.1    Sabatier, R.2    Joffre, R.3
  • 11
    • 84905749753 scopus 로고    scopus 로고
    • Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS)
    • Galindo-Prieto B, Eriksson L, Trygg J. Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS). J. Chemom 2014; 28: 623-632.
    • (2014) J. Chemom , vol.28 , pp. 623-632
    • Galindo-Prieto, B.1    Eriksson, L.2    Trygg, J.3
  • 12
    • 0000050514 scopus 로고    scopus 로고
    • INLR, implicit non-linear latent variable regression
    • Berglund A, Wold S. INLR, implicit non-linear latent variable regression. J. Chemom 1997; 11: 141-156.
    • (1997) J. Chemom , vol.11 , pp. 141-156
    • Berglund, A.1    Wold, S.2
  • 14


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.