A Note on Coding and Standardization of Categorical Variables in (Sparse) Group Lasso Regression

Felicitas J. Detmer, Martin Slawski

Categorical regressor variables are usually handled by introducing a set of indicator variables, and imposing a linear constraint to ensure identifiability in the presence of an in…