Bounded influence estimators for the SURE model

This paper considers robust estimation of the seemingly unrelated regression equations (SURE) model, Following the infinitesimal approach to robustness, we characterize the class of optimal bounded-influence estimators and we propose two computationally simple estimators. We also present the results of a set of Monte Carlo experiments carried out to study the behavior of these estimators. 1