A short note on information-theoretic variable screening in R w. {information}. Variable screening comes as an important step in the contemporary EDA for predictive modeling: what can we tell about the nature of the relationships between a set of predictors and the dependent before entering the modeling phase? Can we infer something about the predictive power of the independent variables...