2002

Table of contents

Preface

Acknowledgments

Chapter 1 Introduction to Logistic Regression

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Key Formulae

Practice Exercises

Test

Answers to Practice Exercises

Chapter 2 Important Special Cases of the Logistic Model

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Practice Exercises

Test

Answers to Practice Exercises

Chapter 3 Computing the Odds Ratio in Logistic Regression

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Practice Exercises

Test

Answers to Practice Exercises

Chapter 4 Maximum Likelihood Techniques: An Overview

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Practice Exercises

Test

Answers to Practice Exercises

Chapter 5   Statistical Inferences Using Maximum Likelihood Techniques

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

Chapter 7   Modeling Strategy for Assessing Interaction and Confounding

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Practice Exercises

Test

Answers to Practice Exercises

Chapter 8   Analysis of Matched Data Using Logistic Regression

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Practice Exercises

Test

Answers to Practice Exercises

Chapter 9   Polytomous Logistic Regression

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Practice Exercises

Test

Answers to Practice Exercises

Chapter 10   Ordinal Logistic Regression

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Practice Exercises

Test

Answers to Practice Exercises

Chapter 11   Logistic Regression for Correlated Data: GEE

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Practice Exercises

Test

Answers to Practice Exercises

Chapter 12   GEE Examples

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Practice Exercises

Test

Answers to Practice Exercises

Chapter 13   Other Approaches for Analysis of Correlated Data

Introduction

Abbreviated Outline

Objectives

Presentation

Detailed Outline

Practice Exercises

Test

Answers to Practice Exercises

Appendix:  Computer Programs for Logistic Regression

Datasets

SAS

SPSS

Stata