Canonical correlation analysis : uses and interpretation /

• Κύριος συγγραφέας: Thompson, Bruce, 1951- (συγγραφέας.)
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Beverly Hills, Calif. : Sage Publications, c1984.
• Σειρά: Quantitative applications in the social sciences no. 07-047.
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.