Applied Multivariate Statistics for the

  • James P. Stevens
€ 139,72
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This best-selling text is written for those who use, rather than develop statistical methods. Dr. Stevens focuses on a conceptual understanding of the material rather than on proving results. Helpful narrative and numerous examples enhance understanding and a chapter on matrix algebra serves as a review. Annotated printouts from SPSS and SAS indicate what the numbers mean and encourage interpretation of the results. In addition to demonstrating how to use these packages, the author stresses the importance of checking the data, assessing the assumptions, and ensuring adequate sample size by providing guidelines so that the results can be generalized. The book is noted for its extensive applied coverage of MANOVA, its emphasis on statistical power, and numerous exercises including answers to half. The new edition features: New chapters on Hierarchical Linear Modeling (Ch. 15) and Structural Equation Modeling (Ch. 16) New exercises that feature recent journal articles to demonstrate the actual use of multiple regression (Ch. 3), MANOVA (Ch. 5), and repeated measures (Ch. 13) A new appendix on the analysis of correlated observations (Ch. 6) Expanded discussions on obtaining non-orthogonal contrasts in repeated measures designs with SPSS and how to make the identification of cell ID easier in log linear analysis in 4 or 5 way designs Updated versions of SPSS (15.0) and SAS (8.0) are used throughout the text and introduced in chapter 1 A book website with data sets and more. Ideal for courses on multivariate statistics found in psychology, education, sociology, and business departments, the book also appeals to practicing researchers with little or no training in multivariate methods. Prerequisites include a course on factorial ANOVA and covariance. Working knowledge of matrix algebra is not assumed.
1. Introduction 2. Matrix Algebra 3. Multiple Regression 4. Two-Group Multivariate Analysis of Variance 5. K-Group MANOVA: A Priori and Post Hoc Procedures 6. Assumptions in MANOVA 7. Discriminant Analysis 8. Factorial Analysis of Variance 9. Analysis of Covariance 10. Stepdown Analysis 11. Exploratory and Confirmatory Factor Analysis 12. Canonical Correlation 13. Repeated Measures Analysis 14. Categorical Data Analysis: The Log Linear Model 15. Hierarchical Linear Modeling 16. Structural Equation Modeling. Appendix A: Statistical Tables. Appendix B: Obtaining Nonorthogonal Contrasts in Repeated Measures Designs. Answer Section.
"Of all the texts I have ever used, this is one of the very best... Students find the book to be extremely understandable ... [and] nearly all keep [it] for reference purposes...It really is a great
Uitgavejaar 2009
ISBN 9780805859010
Verschijningsdatum 1 feb. 2009
Omvang 664
Auteur(s) James P. Stevens
Taal Engels

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