Delete or merge regressors for linear model selection

Aleksandra Maj-Kańska, Piotr Pokarowski, Agnieszka Prochenka

We consider a problem of linear model selection in the presence of both continuous and categorical predictors. Feasible models consist of subsets of numerical variables and partiti…