Oellerer, Viktoria; Alfons, Andreas; Croux, Christophe - 2014
To perform multiple regression, the least squares estimator is commonly used. However, this estimator is not robust to outliers. Therefore, robust methods such as MM-estimation have been proposed. These estimators flag any observation with a large residual as an outlier and downweight it in the...