메뉴 건너뛰기




Volumn 85, Issue 2, 2007, Pages 269-277

TOMCAT: A MATLAB toolbox for multivariate calibration techniques

Author keywords

Multivariate calibration; Nonlinear modeling; Partial Robust M Regression; Radial Basis Functions Partial Least Squares; Robust Continuum Regression

Indexed keywords

ARTICLE; CALIBRATION; CHEMOMETRIC ANALYSIS; COMPUTER PROGRAM; MULTIVARIATE ANALYSIS; PRIORITY JOURNAL; REGRESSION ANALYSIS;

EID: 33847289857     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2006.03.006     Document Type: Article
Times cited : (189)

References (37)
  • 6
    • 0001337027 scopus 로고
    • Projection pursuit approach to robust dispersion matrices and principal components-primary theory and Monte-Carlo
    • Li G., and Chen Z.L. Projection pursuit approach to robust dispersion matrices and principal components-primary theory and Monte-Carlo. Journal of the American Statistical Association 381 (1985) 759-766
    • (1985) Journal of the American Statistical Association , vol.381 , pp. 759-766
    • Li, G.1    Chen, Z.L.2
  • 8
    • 0001088628 scopus 로고    scopus 로고
    • Principal component analysis based on robust estimators of the covariance or correlation matrix: influence function and efficiencies
    • Croux C., and Haesbroeck G. Principal component analysis based on robust estimators of the covariance or correlation matrix: influence function and efficiencies. Biometrika 87 (2000) 603-618
    • (2000) Biometrika , vol.87 , pp. 603-618
    • Croux, C.1    Haesbroeck, G.2
  • 11
    • 0242322774 scopus 로고    scopus 로고
    • A robust PCR method for high-dimensional regressors
    • Hubert M., and Verboven S. A robust PCR method for high-dimensional regressors. Journal of Chemometrics 17 (2003) 438-452
    • (2003) Journal of Chemometrics , vol.17 , pp. 438-452
    • Hubert, M.1    Verboven, S.2
  • 13
    • 0344982260 scopus 로고    scopus 로고
    • Robust methods for partial least squares regression
    • Hubert M., and Vanden Branden K. Robust methods for partial least squares regression. Journal of Chemometrics 17 (2003) 537-549
    • (2003) Journal of Chemometrics , vol.17 , pp. 537-549
    • Hubert, M.1    Vanden Branden, K.2
  • 16
    • 33847314326 scopus 로고    scopus 로고
    • Can be downloaded from: http://www.wis.kuleuven.ac.be/stat/robust.html.
  • 17
    • 0030607269 scopus 로고    scopus 로고
    • The Radial Basis Functions-Partial Least Squares approach as a flexible non-linear regression technique
    • Walczak B., and Massart D.L. The Radial Basis Functions-Partial Least Squares approach as a flexible non-linear regression technique. Analytica Chimica Acta 331 (1996) 177-185
    • (1996) Analytica Chimica Acta , vol.331 , pp. 177-185
    • Walczak, B.1    Massart, D.L.2
  • 18
    • 0030607273 scopus 로고    scopus 로고
    • Application of Radial Basis Functions-Partial Least Squares to non-linear pattern recognition problems: diagnosis of process faults
    • Walczak B., and Massart D.L. Application of Radial Basis Functions-Partial Least Squares to non-linear pattern recognition problems: diagnosis of process faults. Analytica Chimica Acta 331 (1996) 187-193
    • (1996) Analytica Chimica Acta , vol.331 , pp. 187-193
    • Walczak, B.1    Massart, D.L.2
  • 19
    • 33847262678 scopus 로고    scopus 로고
    • MatLab, The MathWorks, Inc. Natwick, MA (USA), http://www.mathworks.com.
  • 20
    • 33847319376 scopus 로고    scopus 로고
    • http://www.chemometria.us.edu.pl/RobustToolbox/TOMCAT.zip.
  • 21
    • 33847331762 scopus 로고    scopus 로고
    • http://www.chemometrix.ua.ac.be/dl/Tomcat.zip.
  • 22
    • 33847244574 scopus 로고    scopus 로고
    • http://www.chemometria.us.edu.pl/RobustToolbox/.
  • 23
    • 33847265501 scopus 로고    scopus 로고
    • http://www.chemometrix.ua.ac.be/tomcat/.
  • 24
    • 0024701578 scopus 로고
    • Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra
    • Barnes R.J., Dhanoa M.S., and Lister S.J. Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra. Applied Spectroscopy 43 (1989) 772-777
    • (1989) Applied Spectroscopy , vol.43 , pp. 772-777
    • Barnes, R.J.1    Dhanoa, M.S.2    Lister, S.J.3
  • 25
    • 0037681087 scopus 로고
    • Generalizing univariate signed rank statistics for testing and estimating a multivariate location parameter
    • Hössjer O., and Croux C. Generalizing univariate signed rank statistics for testing and estimating a multivariate location parameter. Non-parametric Statistics 4 (1995) 293-308
    • (1995) Non-parametric Statistics , vol.4 , pp. 293-308
    • Hössjer, O.1    Croux, C.2
  • 28
    • 18744376591 scopus 로고    scopus 로고
    • High breakdown estimators for principal components: the projection-pursuit approach revisited
    • Croux C., and Ruiz-Gazen A. High breakdown estimators for principal components: the projection-pursuit approach revisited. Journal of Multivariate Analysis 95 (2005) 206-226
    • (2005) Journal of Multivariate Analysis , vol.95 , pp. 206-226
    • Croux, C.1    Ruiz-Gazen, A.2
  • 29
    • 0027530250 scopus 로고
    • SIMPLS: an alternative approach to partial least squares regression
    • de Jong S. SIMPLS: an alternative approach to partial least squares regression. Chemometrics and Intelligent Laboratory Systems 18 (1993) 251-263
    • (1993) Chemometrics and Intelligent Laboratory Systems , vol.18 , pp. 251-263
    • de Jong, S.1
  • 30
    • 0000818474 scopus 로고
    • Continuum regression: cross-validated sequentially constructed prediction embracing ordinary least squares, partial least squares and principal component regression
    • Stone M., and Brooks R.J. Continuum regression: cross-validated sequentially constructed prediction embracing ordinary least squares, partial least squares and principal component regression. Journal of the Royal Statistical Society B 5 (1990) 237-269
    • (1990) Journal of the Royal Statistical Society B , vol.5 , pp. 237-269
    • Stone, M.1    Brooks, R.J.2
  • 32
    • 33847331332 scopus 로고    scopus 로고
    • Courtesy of S. de Jong.
  • 33
    • 33847304679 scopus 로고    scopus 로고
    • Courtesy of B.M.W. Wise, Eigenvector Research.
  • 36
    • 0036062152 scopus 로고    scopus 로고
    • A systematic evaluation of the benefits and hazards of variable selection in latent variable regression: Part I. Search algorithm, theory and simulations
    • Baumann K., Albert H., and von Korff M. A systematic evaluation of the benefits and hazards of variable selection in latent variable regression: Part I. Search algorithm, theory and simulations. Journal of Chemometrics 16 (2002) 339-350
    • (2002) Journal of Chemometrics , vol.16 , pp. 339-350
    • Baumann, K.1    Albert, H.2    von Korff, M.3
  • 37
    • 84894887900 scopus 로고
    • Computer aided design of experiments
    • Kennard R.W., and Stone L.A. Computer aided design of experiments. Technometrics 11 (1969) 137-148
    • (1969) Technometrics , vol.11 , pp. 137-148
    • Kennard, R.W.1    Stone, L.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.