ABSTRACT

Practical Guide to Logistic Regression covers the key points of the basic logistic regression model and illustrates how to use it properly to model a binary response variable. This powerful methodology can be used to analyze data from various fields, including medical and health outcomes research, business analytics and data science, ecology, fishe

chapter 1|12 pages

Statistical Models

chapter 2|36 pages

Logistic Models: Single Predictor

chapter 3|22 pages

Logistic Models: Multiple Predictors

chapter 4|36 pages

Testing and Fitting a Logistic Model

chapter 5|20 pages

Grouped Logistic Regression

chapter 6|24 pages

Bayesian Logistic Regression