Canonical correlation analysis as a general linear model: A heuristic lesson for teachers and students

Journal of Experimental Education

Volumn 64, Issue 2, 1996, Pages 157-171

  Campbell, Kathleen T ^a   Taylor, Dianne L ^b  

^a LOUISIANA STATE UNIVERSITY   (United States)

^b LOUISIANA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0030559963     PISSN: 00220973     EISSN: 19400683     Source Type: Journal    
DOI: 10.1080/00220973.1996.9943801     Document Type: Article

References (25)

1. Afifi, A. A., & Clark, V. (1984). Computer-aided multivariate analysis. Belmont, CA: Lifetime Learning Publications.
2. Campbell, K. T. (1992, January). The use of commonality analysis in multivariate canonical correlation analysis. Paper presented at the annual meeting of the Southwest Educational Research Association, Houston, TX. (ERIC Document Reproduction Service No. ED 344 891)
3. Campo, S. F. (1990, January). Canonical correlation as the most general parametric method. Paper presented at the annual meeting of the Southwest Educational Research Association, Austin, TX.
4. Chacko, H. E. (1986, November). An example of the use of canonical correlation analysis. Paper presented at the annual meeting of the Mid-South Educational Research Association, Memphis, TN. (ERIC Document Reproduction Service No. ED 280 897)
5. Cohen, J. (1968). Multiple regression as a general data-analytic system. Psychological Bulletin, 70, 426-443.
6. Edgington, E. S. (1974). A new tabulation of statistical procedures used in APA journals. American Psychologist, 29, 25-26.
7. Fish, L. J. (1988). Why multivariate methods are usually vital. Measurement and Evaluation in Counseling and Development, 21, 130-137.
8. Fomell, C. (1978). Three approaches to canonical analysis. Journal of the Market Research Society, 20, 166-181.
9. Goodwin, L. D., & Goodwin, W. L. (1985). Statistical techniques in AERJ articles, 1979-1983: The preparation of graduate students to read the educational research literature. Educational Researcher, 14(2), 5-11.
10. Hinkle, D. E., Wiersma, W., & Jurs, S. G. (1988). Applied statistics for the behavioral sciences (2nd ed.). Boston: Houghton Mifflin.
11. Huberty, C. (1994). Applied discriminant analysis. New York: Wiley.
12. Kerlinger, F. N. (1986). Foundations of behavioral research. (3rd ed.). New York: Holt, Rinehart & Winston.
13. Kerlinger, F. N., & Pedhazur, E. J. (1973). Multiple regression in behavioral research. New York: Holt, Rinehart & Winston.
14. Knapp, T. R. (1978). Canonical correlation analysis: A general parametric significance testing system. Psychological Bulletin, 85, 410-416.
15. McMillan J. H., & Schumacher, S. (1989). Research in education: A conceptual introduction. Glenview, IL: Scott, Foresman.
16. Taylor, D. L. (1992, January). Cross-validation in canonical analysis. Paper presented at the annual meeting of the Southwest Educational Research Association, Houston, TX. (ERIC Document Reproduction Service No. ED 342 809)
17. Thompson, B. (1984). Canonical correlation analysis: Uses and interpretations. Beverly Hills, CA: Sage Publications.
18. Thompson, B. (1985a). Alternate methods for analyzing data from experiments. The Journal of Experimental Education, 54, 50-55.
19. Thompson, B. (1985b, April). Heuristics for teaching multivariate general linear model concepts. Paper presented at the annual meeting of the American Educational Research Journal, Chicago, IL. (ERIC Document Reproduction Service No. ED 262 073)
20. Thompson, B. (1986a). ANOVA versus regression analysis of ATI designs: An empirical investigation. Educational and Psychological Measurement, 46, 917-928.
21. Thompson, B. (1986b, November). Two reasons why multivariate statistics are usually vital. Paper presented at the annual meeting of the Mid-South Educational Research Association, Memphis, TN.
22. Thompson, B. (1988, November). Common methodology mistakes in dissertations: Improving dissertation quality. Paper presented at the annual meeting of the Mid-South Educational Research Association, Louisville, KY. (ERIC Document Reproduction Service No. ED 301 595)
23. Thompson, B. (1991). A primer on the logic and use of canonical correlation analysis. Measurement and Evaluation in Counseling and Development, 24(2), 80-95.
24. Willson, V. L. (1980). Research techniques in AERJ articles: 1969 to 1978. Educational Researcher, 9(6), 5-10.
25. Willson, V. L. (1982, January). Misuses of regression approaches to ANOVA and ANCOVA. Paper presented at the annual meeting of the Southwest Educational Research Association, Austin, TX. (ERIC Document Reproduction Service No. ED 222 522)