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Original Articles

Clustering of Variables Around Latent Components

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Pages 1131-1150 | Published online: 15 Feb 2007

References

  • Abdallah , H. and Saporta , G. 1998 . Classification d'un ensemble de variables qualitatives . Revue de Statistique Appliquée , XLVI ( 4 ) : 5 – 26 .
  • Al-Kandari , N. M. and Jolliffe , I. T. 2001 . Variable selection and interpretation of covariance principal components . Communications in Statistics: Simulation and Computation , 30 : 339 – 354 .
  • Cadima , J. and Jolliffe , I. T. 1995 . Loadings and correlations in the interpretation of principal components . Journal of Applied Statistics , 22 : 203 – 214 .
  • ESN . 1996 . “ A European Sensory and Consumer Study: A Case Study on Coffee ” . Published by the European Sensory Network .
  • Gains , N. , Krzanowski , J. and Thomson , M. H. 1988 . A comparison of variable reduction techniques in a attitudinal investigation of meat products . Journal of Sensory Studies , 3 : 37 – 48 .
  • Garthwaite , P. H. 1994 . An interpretation of partial least squares . Journal of the American Statistical Association , 89 : 122 – 127 .
  • Greenhoff , K. and MacFie , H. J. H. 1994 . “ Preference mapping in practice. Measurement of Food Preferences ” . Edited by: Macfie , H. J. H. and Thomson , D. M. H. 137 – 166 . London : Blackie Academic & Professional .
  • Guo , Q. , Wu , W. , Massart , D. L. , Boucon , C. and de Jong , S. 2002 . Feature selection in principal component analysis of analytical data . Chemometrics and Intelligent Laboratory Systems , 61 : 123 – 132 .
  • Jeffers , J. N. R. 1967 . Two case studies in the application of Principal Component Analysis . Applied Statistics , 16 : 225 – 236 .
  • Jolliffe , I. T. 1972 . Discarding variables in a principal component analysis. i: artificial data . Applied Statistics , 21 : 160 – 173 .
  • Krzanowski , W. J. 1987 . Selection of variables to preserve multivariate data structure, using principal components . Applied Statistics , 36 : 22 – 33 .
  • McCabe , G. P. 1984 . Principal variables . Technometrics , 26 : 137 – 144 .
  • Qannari , E. M. , Vigneau , E. and Courcoux , P. 1997 . Clustering of variables, application in consumer and sensory studies . Food Quality and Preference , 8 : 423 – 428 .
  • Qannari , E. M. , Vigneau , E. and Courcoux , P. 1998 . Une nouvelle distance entre variables; application en classification . Revue de Statistique Appliquée , XLVI ( 2 ) : 21 – 32 .
  • SAS/STAT . 1990 . “ The VARCLUS procedure ” . In User's Guide, Version 6, Vol. 2. Cary 1641 – 1659 . North Carolina : SAS Institute Inc. .
  • Soffritti , G. 1999 . Hierarchical clustering of variables: a comparison among strategies of analysis . Communications in Statistics: Simulation and Computation , 28 : 977 – 999 .
  • Vines , S. K. 2000 . Simple principal components . Applied Statistics , 49 : 441 – 451 .

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