Outlier Detection and Robust Variable Selection for Least Angle Regression. - Shirin Shahriari; Susana Faria; Arminda Manuela Gonçalves; Stefan Van Aelst (ICCSA (3), 2014)

Variable Selection Methods in High-dimensional Regression - A Simulation Study. - Shirin Shahriari; Susana Faria; Arminda Manuela Gonçalves (Commun. Stat. Simul. Comput., 2015)

A robust sparse linear approach for contaminated data. - Shirin Shahriari; Susana Faria; Arminda Manuela Gonçalves (Commun. Stat. Simul. Comput., 2021)