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Volumn 29, Issue 2, 2001, Pages 191-200

Dimensionality reduction approach to multivariate prediction

Author keywords

Maximum likelihood; Partial least squares; Prediction; Principal component regression; Reduced rank regression; Weighted maximum overall redundancy

Indexed keywords


EID: 0035632501     PISSN: 03195724     EISSN: None     Source Type: Journal    
DOI: 10.2307/3316072     Document Type: Article
Times cited : (10)

References (14)
  • 2
    • 0027530250 scopus 로고
    • Simpls: An alternative approach to partial least squares regression
    • S. de Jong (1993). Simpls: an alternative approach to partial least squares regression. Chemometrics and Intelligent Laboratory Systems, 18, 251-263.
    • (1993) Chemometrics and Intelligent Laboratory Systems , vol.18 , pp. 251-263
    • De Jong, S.1
  • 5
    • 0016511949 scopus 로고
    • Reduced-rank regression for the multivariate bilinear model
    • A. J. Izenman (1975). Reduced-rank regression for the multivariate bilinear model. Journal of Multivariate Analysis, 5, 248-264.
    • (1975) Journal of Multivariate Analysis , vol.5 , pp. 248-264
    • Izenman, A.J.1
  • 7
    • 0030262558 scopus 로고    scopus 로고
    • Recent developments in multivariate statistical process control methods for monitoring and diagnosing process and product performance
    • T. Kourti & J. F. MacGregor (1996). Recent developments in multivariate statistical process control methods for monitoring and diagnosing process and product performance. Journal of Quality Engineering, 28, 409-428.
    • (1996) Journal of Quality Engineering , vol.28 , pp. 409-428
    • Kourti, T.1    MacGregor, J.F.2
  • 8
    • 0040307306 scopus 로고    scopus 로고
    • Doctoral dissertation, Dept. of Statistics and Actuarial Science, University of Waterloo, Waterloo, Ontario, Canada
    • G. M. Merola (1998). Dimensionality Reduction Methods in Multivariate Prediction. Doctoral dissertation, Dept. of Statistics and Actuarial Science, University of Waterloo, Waterloo, Ontario, Canada.
    • (1998) Dimensionality Reduction Methods in Multivariate Prediction
    • Merola, G.M.1
  • 13
    • 0000629975 scopus 로고
    • Cross-validatory choice and assessment of statistical predictions
    • M. Stone (1974). Cross-validatory choice and assessment of statistical predictions (with discussion). Journal of the Royal Statistical Society Series B, 36, 111-133.
    • (1974) Journal of the Royal Statistical Society Series B , vol.36 , pp. 111-133
    • Stone, M.1
  • 14
    • 0001877951 scopus 로고
    • Soft modelling, the basic design and some extensions
    • (K. Jöreskog & H. Wold, eds.), Wiley, New York
    • H. Wold (1982). Soft modelling, the basic design and some extensions. In Systems Under Indirect Observation (K. Jöreskog & H. Wold, eds.), Wiley, New York, pp. 589-591.
    • (1982) Systems Under Indirect Observation , pp. 589-591
    • Wold, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.