On default priors for robust Bayesian estimation with divergences

Tomoyuki Nakagawa, Shintaro Hashimoto

This paper presents objective priors for robust Bayesian estimation against outliers based on divergences. The minimum $\gamma$-divergence estimator is well-known to work well estimatio…