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Factor Analysis2
Matrices2
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Reliability2
Correlation1
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Educational and Psychological…1
Multivariate Behavioral…1
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Barcikowski, Robert S.1
Conger, Anthony J.1
Stallard, Eric1
Stevens, James P.1
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Equivalencies Among Canonical Factor Analysis, Canonical Reliability Analysis, and Principal Components Analysis: Implications for Data Reduction of Fallible Measures
Peer reviewed Peer reviewed
Conger, Anthony J.; Stallard, Eric – Educational and Psychological Measurement, 1976
Maximally reliable composites found in canonical reliability when expressed in the form of a canonical factor analysis solution are shown to have highly desirable data reduction properties. Theoretical relationships among canonical factor analysis, principal components analysis and canonical reliability analysis are emphasized. (Author/JKS)
Descriptors: Factor Analysis, Matrices, Multivariate Analysis, Reliability
A Monte Carlo Study of the Stability of Canonical Correlations, Canonical Weights and Canonical Variate-Variable Correlations
Peer reviewed Peer reviewed
Barcikowski, Robert S.; Stevens, James P. – Multivariate Behavioral Research, 1975
Results showed that the canonical correlations are very stable upon replication. The results also indicated that there is no solid evidence for concluding that components are superior to the coefficients, at least not in terms of being more reliable. (Author/BJG)
Descriptors: Correlation, Factor Analysis, Matrices, Monte Carlo Methods