Recommended Readings

See the following texts for more information about nonlinear canonical correlation analysis:

Carroll, J. D. 1968. Generalization of canonical correlation analysis to three or more sets of variables. In: Proceedings of the 76th Annual Convention of the American Psychological Association, 3. Washington, D.C.: American Psychological Association.

De Leeuw, J. 1984. Canonical analysis of categorical data, 2nd ed. Leiden: DSWO Press.

Horst, P. 1961. Generalized canonical correlations and their applications to experimental data. Journal of Clinical Psychology, 17, 331-347.

Horst, P. 1961. Relations among m sets of measures. Psychometrika, 26, 129-149.

Kettenring, J. R. 1971. Canonical analysis of several sets of variables. Biometrika, 58, 433-460.

Van der Burg, E. 1988. Nonlinear canonical correlation and some related techniques. Leiden: DSWO Press.

Van der Burg, E., and J. De Leeuw. 1983. Nonlinear canonical correlation. British Journal of Mathematical and Statistical Psychology, 36, 54-80.

Van der Burg, E., J. De Leeuw, and R. Verdegaal. 1988. Homogeneity analysis with k sets of variables: An alternating least squares method with optimal scaling features. Psychometrika, 53, 177-197.

Verboon, P., and I. A. Van der Lans. 1994. Robust canonical discriminant analysis. Psychometrika, 59, 485-507.