Chapter 2.5: GAM & Boosting
A viable solution to problems with nonlinear relationships are Generalized Additive Models (GAMs), which can adapt quite flexibly to the data, but must be interpreted different from LMs/GLMs. Beside GAMs, the technique of boosting is presented in this section.