The principles of simple linear regression lay the foundation for more sophisticated regression models used in a wide range of challenging settings. In this chapter, we explore multiple regression, which introduces the possibility of more than one predictor in a linear model, and logistic regression, a technique for predicting categorical outcomes with two levels.
