Canonical correlation analysis: uses and interpretation
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Bibliographic Details
Main Author: Thompson, Bruce 1951- (Author)
Format: Electronic eBook
Language:English
Published: Beverly Hills, Calif. Sage Publications ©1984
Series:Quantitative applications in the social sciences no. 07-047
Subjects:
Online Access:Volltext
Item Description:Includes bibliographical references (pages 64-69)
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
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
Physical Description:1 Online-Ressource (71 pages)
ISBN:0585216770
9780585216775
9781412983570
1412983576
0803923929
9780803923928

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