A theoretical framework for M-posteriors: frequentist guarantees and robustness properties

Juraj Marusic, Marco Avella Medina, Cynthia Rush

We provide a theoretical framework for a wide class of generalized posteriors that can be viewed as the natural Bayesian posterior counterpart of the class of M-estimators in the f…