Tenko Raykov, George A. Marcoulides

An Introduction to Applied Multivariate Analysis (eBook, PDF)

• Format: PDF

Produktbeschreibung

This comprehensive text introduces readers to the most commonly used multivariate techniques at an introductory, non-technical level. By focusing on the fundamentals, readers are better prepared for more advanced applied pursuits, particularly on topics that are most critical to the behavioral, social, and educational sciences. Analogies betwe

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 496
• Erscheinungstermin: 10. März 2008
• Englisch
• ISBN-13: 9781136676000
• Artikelnr.: 38271913

Autorenporträt

Tenko Raykov is a Professor of Measurement and Quantitative Methods at Michigan State University. He received his Ph.D. in Mathematical Psychology from Humboldt University in Berlin. He is an editorial board member of the British Journal of Mathematical and Statistical Psychology, Multivariate Behavioral Research, Psychological Methods, and Structural Equation Modeling. George A. Marcoulides is a Professor of Research Methods and Statistics at the University of California, Riverside. He is the Editor of Structural Equation Modeling, the Quantitative Methodology Series, and an editorial board member of numerous other measurement and statistics journals.

Inhaltsangabe

Preface. 1. Introduction to Multivariate Statistics. 2. Elements of Matrix
Theory. 3. Data Screening and Preliminary Analyses. 4. Multivariate
Analysis of Group Differences. 5. Repeated Measure Analysis of Variance. 6.
Analysis of Covariance. 7. Principal Component Analysis. 8. Exploratory
Factor Analysis. 9. Confirmatory Factor Analysis. 10. Discriminant Function
Analysis. 11. Canonical Correlation Analysis. 12. An Introduction to the
Analysis of Missing Data. 13. Multivariate Analyses of Change Processes.
References. Appendix.