Redescending M-estimators and Deterministic Annealing, with Applications to Robust Regression and Tail Index Estimation

Rudolf Frühwirth, Wolfgang Waltenberger

A new type of redescending M-estimators is constructed, based on data augmentation with an unspecified outlier model. Necessary and sufficient conditions for the convergence of the…