Journal of the Korean Statistical Society

The Korean Statistical Society (한국통계학회)
권호 표지

Quantification Plots for Several Sets of Variables

  • Park, Mira (Postdoctoral researcher, Institute of Statistics, Korea University, Seoul 136-701, Korea.) ;
  • Huh, Myung-Hoe
  • Published : 1996.12.01
Download PDF
⟨ Previous Next ⟩

Abstract

Geometric approach to extend the classical two-set theory of canonical correlation analysis to three or more sets is considered. It provides statistical graphs to represent the data in a low dimensional space. Procedures are developed for computing the canonical variables and the corresponding properties are investigated. The solution is equivalent to that of the usual problem in the case of two sets. Goodness-of-fit of the proposed plots is studied and a numerical example is included.

Keywords

References

  1. Computer-aided Multivariate Analysis Afifi, A. A.;Clark, V.
  2. Proceedings of American Psychology Association Generalization of canonical correlation analysis to three or more sets of variables Carroll, J. D.
  3. Biometrika v.58 no.3 The biplot graphic display of matrices with the application to principal component analysis Gabriel, K. R.
  4. Multiway Data Analysis Generalized canonical analysis Gower, J. C.;R. Coppi(ed.);S. Bolasco(ed.)
  5. Recent Developments in Clustering and Data Analysis Ne developments in multidimensional data analysis Hayashi, C.;Diday, E.(ed.);Hayashi, K.(ed.);Jambu, M.(ed.);Ohsumi, N.(ed.)
  6. Psychometrika v.26 Relations among m sets of measutes Horst, P.
  7. Biometrika v.28 Relations brtween two sets of variates Hotelling, H.
  8. Biometrika v.58 no.3 Canonical analysis of several sets of variables Kettenring, J. R.
  9. Multiway Data Analysis Proposal for a generalized canonical analysis Lafosse, R.;R. Coppi(ed.);S. Bolasco(ed.)
  10. Multilivariate Descriptive Statistical Analysis: Correspondence Analysis and Related Techniques for Large Matrices Lebart, L.;Morineau, A.;Warwick, K.
  11. Ph. D. thesis, Korea University Quantification plots for cfanonical correlation bipot Park, M. R.
  12. New approaches in Classification and Data analysis Research and applications of quantification methods in East Asian countries Tanaka, Y.;Tarumi, T.;Huh, M. H.;E. Diday(et al.)