Canonical correlation analysis : uses and interpretation /

• Main Author: Thompson, Bruce, 1951- (συγγραφέας.)
• Format: eBook
• Language: English
• Published: Beverly Hills, Calif. : Sage Publications, c1984.
• Series: Quantitative applications in the social sciences no. 07-047.
• Subjects: Κανονική συσχέτιση (Στατιστική); Ηλεκτρονικά βιβλία

Recent advances in statistical methodology and computer automation are making canonical correlation analysis available to more and more researchers. This volume explains the basic features of this sophisticated technique in an essentially non-mathematical introduction that presents numerous examples...

Table of Contents:

• 1. Introduction
• Trends in use of canonical analysis
• Questions addressed by canonical analysis
• 2. The logic of canonical analysis
• Canonical calculations
• Canonical correlation as a bivariate coefficient
• Required statistical assumptions
• Computing significance tests
• 3. Result interpretation: additional coefficients
• Structure coefficients
• Communality and adequacy coefficients
• Redundancy coefficients and analysis
• Index coefficients
• 4. Supplementary analytic techniques
• Function rotation
• Invariance calculations
• Backward canonical analysis
• Some canonical extensions
• 5. Synthesis and summary
• Rationale for the multivariate general linear model
• Limits and uses of canonical analysis
• Summary.