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Tinsley, Howard E. A.; Tinsley, Diane J. – Journal of Counseling Psychology, 1987
Explains factor analysis, discussing its relation to other multivariate techniques and describing characteristics of the data to consider in determining the appropriateness of factor analysis. Reviews considerations in making decisions about communality estimates, factor extraction, the number of factors to rotate, methods of factor rotation,…
Descriptors: Behavioral Science Research, Correlation, Counseling, Factor Analysis
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Fassinger, Ruth E. – Journal of Counseling Psychology, 1987
Presents and illustrates structural equation modeling (multivariate analysis with latent variables, also called causal modeling or covariance structure analysis), discussing issues and problems related to the use of this methodology, possible applications of structural equation modeling to counseling psychology research, and resources for further…
Descriptors: Behavioral Science Research, Correlation, Counseling, Factor Analysis
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Haase, Richard F.; Ellis, Michael V. – Journal of Counseling Psychology, 1987
Provides an expository presentation of multivariate analysis (MANOVA). Addresses several questions relating to why one should use MANOVA, its structure, how MANOVA test statistics and follow-up tests are obtained and interpreted, presentation of results, and alternatives to MANOVA. Uses an example data set to illustrate these points. (Author/KS)
Descriptors: Analysis of Variance, Behavioral Science Research, Correlation, Multivariate Analysis
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McLaughlin, Steven D.; Otto, Luther B. – Journal of Marriage and the Family, 1981
With the development of refined theory and increased measurement sophistication in family research, multidimensional concepts and multiple indicators are appearing in the literature. This paper provides a nonmathematical introduction to canonical correlation analysis and three empirical examples that demonstrate the technique's applicability in…
Descriptors: Correlation, Data Analysis, Evaluation Methods, Family (Sociological Unit)