ABSTRACT

Logistic Regression Models presents an overview of the full range of logistic models, including binary, proportional, ordered, partially ordered, and unordered categorical response regression procedures. Other topics discussed include panel, survey, skewed, penalized, and exact logistic models. The text illustrates how to apply the various models t

chapter 1|14 pages

Introduction

chapter 2|36 pages

Concepts Related to the Logistic Model

chapter 3|12 pages

Estimation Methods

chapter 5|116 pages

Model Development

chapter 6|54 pages

Interactions

chapter 7|54 pages

Analysis of Model Fit

chapter 8|22 pages

Binomial Logistic Regression

chapter 9|34 pages

Overdispersion

chapter 10|32 pages

Ordered Logistic Regression

chapter 11|26 pages

Multinomial Logistic Regression

chapter 12|30 pages

Alternative Categorical Response Models

chapter 13|78 pages

Panel Models

chapter 14|24 pages

Other Types of Logistic-Based Models

chapter 15|16 pages

Exact Logistic Regression