Understanding various techniques of multivariate /

Mcdonald, Oliver

Understanding various techniques of multivariate / by Oliver Mcdonald. - Los Angeles, California : Tritech Digital Media, 2018 - 1 online resource (506, pages) : color illustrations.

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Include bibliographical references and index


1. Introduction -- 2. Geometric concepts of data manipulation -- 3. Fundamentals of data manipulation -- 4. Principal components analysis -- 5. Factor analysis --
6. Confirmatory factor analysis -- 7. Cluster analysis -- 8. Two-group discriminant analysis -- 9. Multi-group discriminant analysis -- 10. Logistic regression --
11. Multivariate analysis of variance -- 12. Assumptions -- 13. Canonical correlation -- 14. Covariance structure models

978-1-64464-942-8 (e-book)


Distribution (Probability Theory)
Measure theory
Multivariate analysis

QA278 / M14 2018
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