Nonparametric hierarchical Bayesian quantiles

Luke Bornn, Neil Shephard, Reza Solgi

Here we develop a method for performing nonparametric Bayesian inference on quantiles. Relying on geometric measure theory and employing a Hausdorff base measure, we are able to sp…