High finite-sample efficiency and robustness based on distance-constrained maximum likelihood

Ricardo Maronna, Víctor Yohai

Good robust estimators can be tuned to combine a high breakdown point and a specified asymptotic efficiency at a central model. This happens in regression with MM- and tau-estimato…