Learning Objectives

In this chapter you will learn:

  1. How to use logistic regression to describe the relationship between an independent variable and a dichotomous dependent variable
  2. How logistic regression is similar to—and different from—ordinary least squares regression
  3. How maximum likelihood estimation works
  4. How to use logistic regression with multiple independent variables
  5. How to use probabilities to interpret logistic regression results