Nonparametric quantile inference using Dirichlet processes

Nils Lid Hjort, Sonia Petrone

This chapter deals with nonparametric inference for quantiles from a Bayesian perspective, using the Dirichlet process. The posterior distribution for quantiles is characterised, e…