Generalized additive models

Overview of Generalized Additive Models (GAM) Generalized Additive Models (GAM) are a statistical method used to model the relationships between variables in a dataset. GAM allows us to explore nonlinear relationships between variables, which cannot be achieved using linear models. The method aims to identify the effect of each predictor variable and the outcome variable simultaneously by accounting for both linear and nonlinear relationships. GAM is a powerful statistical tool that has been w