In this paper canonical correlation analysis is presented as the most universal case of the general linear model. It is suggested that canonical methods may have been underutilized in contemporary analytic practice, perhaps because software has been lacking. A computer program is discussed which provides for a calculation of several recently developed canonical coefficients as well as for implementation of a new stepwise method of canonical analysis.
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References
1.
Baggaley, A. R.Multivariate analysis: An introduction for consumers of behavioral research . Evaluation Review, 1981, 5, 123-131.
2.
Cohen, J.Multiple regression as a general data-analytic system . Psychological Bulletin, 1968, 70, 426-443.
3.
Edgington, E. S.A new tabulation of statistical procedures used in APA journals . American Psychologist, 1974, 29, 25-26.
4.
Kerlinger, F. N.Foundations of behavioral research (2nd ed.). New York: Holt, Rinehart and Winston, 1973.
5.
Knapp, T. R.Canonical correlation analysis: a general parametric significance-testing system . Psychological Bulletin, 1978, 85, 410-416.
6.
Stewart, D. K. and Love, W. A.A general canonical correlation index. Psychological Bulletin, 1968, 70, 160-163.
7.
Thompson, B.Canonical correlation analysis: recent extensions for modelling educational processes . Paper presented at the annual meeting of the American Educational Research Association, Boston, 1980. (ERIC Document Reproduction Service No. ED 199 269)
8.
Thompson, B.The problem of OVAism . Paper presented at the annual meeting of the Mid-South Educational Research Association, Lexington, 1981.
9.
Thompson, B.A logic for stepwise canonical correlation analysis . Perceptual and Motor Skills, 1982, 54, 879-882. (a)
10.
Thompson, B.Stepwise canonical correlation analysis: a new research technique . Paper presented at the annual meeting of the Southwest Educational Research Association, Austin, 1982. (b).
11.
Thompson, B. and Pitts, M. C.Validity of teachers' perceptions of childrens' cognitive styles. Measurement and Evaluation in Guidance, 1981, 14, 90-95.
12.
Thompson, B. and Rucker, R.Two-year college students' goals and program preferences. Journal of College Student Personnel, 1980, 21, 393-398.
13.
Willson, V. L.Research techniques in AERJ articles: 1969 to 1975 . Educational Researcher, 1980, 9, 5-10.