Reconciling Bayesian and frequentist approaches to robustness against outliers

Philippe Gagnon, Alain Desgagné

Heavy-tailed models are used as a way to gain robustness against outliers in Bayesian analyses. In frequentist analyses, M-estimators are often employed. In this paper, the two app…