The aim of this thesis is to determine the data requirements and feasibility of data-driven top-
down stress testing for credit loss rates. To that end, we use the Adaptive Lasso method to …

This article considers penalized empirical loss minimization of convex loss functions with
unknown target functions. Using the elastic net penalty, of which the Least Absolute …