1. Cross-Tabulations -- 2. More on Tables -- 3. Still More on Tables -- 4. On the Manipulation of Data by Computer -- 5. Introduction to Correlation and Regression (Ordinary Least Squares) -- 6. Introduction to Multiple Correlation and Regression (Ordinary Least Squares) -- 7. Multiple Regression Tricks: Techniques for Handling Special Analytic Problems -- 8. Multiple Imputation of Missing Data -- 9. Sample Design and Survey Estimation -- 10. Regression Diagnostics -- 11. Scale Construction -- 12. Log-Linear Analysis -- 13. Binomial Logistic Regression -- 14. Multinomial and Ordinal Logistic Regression and Tobit Regression -- 15. Improving Causal Inference: Fixed Effects and Random Effects Modeling -- 16. Final Thoughts and Future Directions: Research Design and Interpretation Issues -- App. A. Data Descriptions and Download locations for the Data Used in This Book -- App. B. Survey Estimation with the General Social Survey.