On Clustering Categories of Categorical Predictors in Generalized Linear Models

Emilio Carrizosa, Marcela Galvis Restrepo, Dolores Romero Morales

We propose a method to reduce the complexity of Generalized Linear Models in the presence of categorical predictors. The traditional one-hot encoding, where each category is repres…