Robust multi-outcome regression with correlated covariate blocks using fused LAD-lasso

Jyrki Möttönen, Tero Lähderanta, Janne Salonen +1

Lasso is a popular and efficient approach to simultaneous estimation and variable selection in high-dimensional regression models. In this paper, a robust LAD-lasso method for mult…