Keenan A. Pituch, James P. Stevens

Applied Multivariate Statistics for the Social Sciences (eBook, ePUB)

Analyses with SAS and IBM's SPSS, Sixth Edition

• Format: ePub

Produktbeschreibung

Noted for its breadth and depth of coverage of multivariate statistics and its emphasis on power, this classic text focuses on a conceptual understanding of the material rather than on proving results. Numerous examples, along with use of SAS and SPSS, indicate what the numbers mean and how to interpret the results.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 814
• Erscheinungstermin: 7. Dezember 2015
• Englisch
• ISBN-13: 9781317805915
• Artikelnr.: 44473346

Autorenporträt

Keenan Pituch is Associate Professor in the Quantitative Methods Area of the Department of Educational Psychology at the University of Texas at Austin.

James P Stevens is Professor Emeritus at University of Cincinatti.

Inhaltsangabe

1. Introduction
2. Matrix Algebra
3. Multiple Regression for Prediction
4. Two-Group Multivariate Analysis of Variance
5. K-Group MANOVA: A Priori and Post-Hoc Procedures
6. Assumptions in MANOVA
7. Factorial ANOVA and MANOVA
8. Analysis of Covariance
9. Exploratory Factor Analysis
10. Discriminant Analysis
11. Binary Logistic Regression
12. Repeated-Measures Analysis
13. Hierarchical Linear Modeling
14. Multivariate Multilevel Modeling
15. Canonical Correlation
16. Structural Equation Modeling
Appendix A: Statistical Tables
Appendix B: Obtaining Nonorthogonal Contrasts in Repeated Measures Design
Answers to Half of the Text problems