IBM SPSS Statistics 19 Statistical Procedures Companion

Marija Norušis earned a PhD in biostatistics from the University of Michigan. She was SPSS's first professional statistician. During this time, she wrote her first book, The SPSS Introductory Guide. Since then she has written numerous volumes of highly acclaimed SPSS documentation, and textbooks that demystify statistics and SPSS. Dr. Norušis has been on the faculties of the University of Chicago and Rush Medical College, teaching statistics to diverse audiences. When not working on SPSS guides, Marija analyzes real data as a statistical consultant. For more detailed information about Dr. Norušis and her SPSS guides, visit her website at www.norusis.com.

PART 1

1. Introduction

2. Getting to Know IBM SPSS Statistics

3. Introducing Data

4. Preparing Your Data

5. Transforming Your Data

6. Describing Your Data

7. Testing Hypotheses

8. T Tests

9. One-Way Analysis of Variance

10. Crosstabulation

11. Correlation

12. Bivariate Linear Regression

13. Multiple Linear Regression

14 Automatic Linear Modeling

15. Discriminant Analysis

16. Logistic Regression Analysis

17. Cluster Analysis

18. Factor Analysis

19. Reliability Analysis

20. Nonparametric Tests

21. Ordinal Regression

22. General Loglinear Analysis

 

PART 2

23. GLM Univariate

24. GLM Multivariate

25. GLM Repeated Measures