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Volumn 25, Issue 1, 1998, Pages 17-24

Partial least squares: A first-order analysis

Author keywords

Biased regression; First order analysis; Mean square error study; Partial least squares regression; Principal component analysis

Indexed keywords


EID: 0032392905     PISSN: 03036898     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9469.00085     Document Type: Article
Times cited : (18)

References (11)
  • 1
    • 84952149204 scopus 로고
    • A statistical view of some chemometrics regression tools
    • Frank, I. & Friedman, J. (1993). A statistical view of some chemometrics regression tools. Technometrics 35, 109-135.
    • (1993) Technometrics , vol.35 , pp. 109-135
    • Frank, I.1    Friedman, J.2
  • 2
    • 84946280337 scopus 로고
    • On the structure of partial least squares regression
    • Helland, I. (1988). On the structure of partial least squares regression. Commun. Statist. Simul. 17, 581-607.
    • (1988) Commun. Statist. Simul. , vol.17 , pp. 581-607
    • Helland, I.1
  • 3
    • 0000656711 scopus 로고
    • Partial least squares regression and statistical models
    • Helland, I. (1990). Partial least squares regression and statistical models. Scand. J. Statist. 17, 97-114.
    • (1990) Scand. J. Statist. , vol.17 , pp. 97-114
    • Helland, I.1
  • 4
    • 21344480167 scopus 로고
    • Comparison of prediction methods when only a few components are relevant
    • Helland, I. & Almøy, T. (1994). Comparison of prediction methods when only a few components are relevant. J. Amer. Statist. Assoc. 89, 583-591.
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 583-591
    • Helland, I.1    Almøy, T.2
  • 8
    • 0029306865 scopus 로고
    • Emitter waveform estimation in array signal processing
    • Söderström, T. & Stoica, P. (1995). Emitter waveform estimation in array signal processing. Int. J. Control 61, 965-980.
    • (1995) Int. J. Control , vol.61 , pp. 965-980
    • Söderström, T.1    Stoica, P.2
  • 10
    • 0000818474 scopus 로고
    • Continuum regression: Cross-validated sequentially constructed prediction embracing ordinary least squares, partial least squares and principal components regression
    • Stone, M. & Brooks, R. (1990). Continuum regression: cross-validated sequentially constructed prediction embracing ordinary least squares, partial least squares and principal components regression. J. Roy. Statist. Soc. Ser. B 52, 237-269.
    • (1990) J. Roy. Statist. Soc. Ser. B , vol.52 , pp. 237-269
    • Stone, M.1    Brooks, R.2
  • 11
    • 0002555784 scopus 로고
    • The multivariate calibration problem in chemistry solved by the PLS
    • Proc. Conf. on Matrix Pencils (ed. by A. Ruhe and B. Kågström), Springer Verlag, Berlin
    • Wold, S., Martens, H. & Wold, H. (1982). The multivariate calibration problem in chemistry solved by the PLS. In: Proc. Conf. on Matrix Pencils (ed. by A. Ruhe and B. Kågström), Lecture Notes in Mathematics, 286-293, Springer Verlag, Berlin.
    • (1982) Lecture Notes in Mathematics , pp. 286-293
    • Wold, S.1    Martens, H.2    Wold, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.