- Chapter 1 Introduction to Logistic Regression Acknowledgements xvii
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Key Formulae
- Practice Exercises
- Test
- Answers to Practice Exercises
- Model Chapter 2 Important Special Cases of the Logistic
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Regression Chapter 3 Computing the Odds Ratio in Logistic
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- An Overview Chapter 4 Maximum Likelihood Techniques:
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Likelihood Techniques Chapter 5 Statistical Inferences Using Maximum
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Chapter 6 Modeling Strategy Guidelines
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- and Confounding Chapter 7 Modeling Strategy for Assessing Interaction
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Chapter 8 Additional Modeling Strategy Issues
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Regression Chapter 9 Assessing Goodness of Fit for Logistic
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- of a Binary Logistic Model: ROC Curves Chapter 10 Assessing Discriminatory Performance
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Regression Chapter 11 Analysis of Matched Data Using Logistic
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Chapter 12 Polytomous Logistic Regression
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Chapter 13 Ordinal Logistic Regression
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- GEE Chapter 14 Logistic Regression for Correlated Data:
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Chapter 15 GEE Examples
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Data Chapter 16 Other Approaches for Analysis of Correlated
- Introduction
- Abbreviated Outline
- Objectives
- Presentation
- Detailed Outline
- Practice Exercises
- Test
- Answers to Practice Exercises
- Regression Appendix Computer Programs for Logistic
- Datasets
- SAS
- SPSS
- STATA
- Test Answers
- Bibliography
- Index
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