Proc GAM refers to a procedure in SAS software for fitting Generalized Additive Models. Unlike traditional linear models, GAMs do not assume a specific functional form between the predictors and the outcome. Instead, they use smooth functions to model these relationships, making them highly adaptable to various types of data encountered in epidemiological studies.
