An Introduction to Applied Multivariate Analysis

ISBN-13: 9780805863758 / Angielski / Twarda / 2008 / 496 str.

Raykov Tenko; Tenko Raykov; George A. Marcoulides

Opis

Introduces readers to the most commonly used multivariate techniques at an introductory, non-technical level. This book examines in detail how each multivariate technique can be implemented using SPSS and SAS and Mplus. It is useful for graduate and advanced undergraduate students in the behavioural, social, and educational sciences.

Spis treści

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.