Statistical Robustness of Interval CVaR Based Regression Models under Perturbation and Contamination

Yulei You, Junyi Liu

Robustness under perturbation and contamination is a prominent issue in statistical learning. We address the robust nonlinear regression based on the so-called interval conditional…