Psychometrika

, Volume 42, Issue 2, pp 207–219 | Cite as

Redundancy analysis an alternative for canonical correlation analysis

  • Arnold L. van den Wollenberg
Article

Abstract

A component method is presented maximizing Stewart and Love's redundancy index. Relationships with multiple correlation and principal component analysis are pointed out and a rotational procedure for obtaining bi-orthogonal variates is given. An elaborate example comparing canonical correlation analysis and redundancy analysis on artificial data is presented.

Key words

principal components generalized multiple correlation analysis cross battery principle component analysis 

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Reference Notes

  1. Thissen, M. & Van den Wollenberg, A.L.REDANAL. A fortran IV G/H program for redundancy analysis (Research Bulletin 26). Nijmegen, the Netherlands: University of Nijmegen, Department of Mathematical Psychology, 1975.Google Scholar

References

  1. Anderson, T.W.an introduction to multivariate statistical analysis. New York: Wiley, 1958.Google Scholar
  2. Stewart, D. & Love, W. A general canonical correlation index.Psychological Bulletin, 1968,70, 160–163.Google Scholar

Copyright information

© Psychometric Society 1977

Authors and Affiliations

  • Arnold L. van den Wollenberg
    • 1
  1. 1.Department of Mathematical Psychology, Psychologisch LaboratoriumUniversiteit NymegenThe Netherlands

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