IBM SPSS Statistics 19 Advanced 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.

1. Model Selection Loglinear Analysis

2. Logit Loglinear Analysis

3. Multinomial Logistic Regression

4. Ordinal Regression

5. Probit Regression

6. Kaplan-Meier Survival Analysis

7. Life Tables

8. Cox Regression

9. Variance Components

10. Linear Mixed Models

11. Generalized Linear Models

12. Generalized Estimating Equations

13. Generalized Linear Mixed Models

14. Nonlinear Regression

15. Two-Stage Least-Squares Regression

16. Weighted Least-Squares Regression

17. Multidimensional Scaling