Marija Norusis earned a Ph.D. in biostatistics from the University of Michigan. She was SPSS's first professional statistician. She has written numerous volumes of highly acclaimed SPSS documentation, and textbooks that demystify statistics and SPSS. Dr. Norusis 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.

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. Nonlinear Regression

14. Two-Stage Least-Squares Regression

15. Weighted Least-Squares Regression

16. Multidimensional Scaling

Bibliography

Index