Bayesian Robust Quantile Regression

Mauro Bernardi, Marco Bottone, Lea Petrella

Traditional Bayesian quantile regression relies on the Asymmetric Laplace distribution (ALD) mainly because of its satisfactory empirical and theoretical performances. However, the…