Alejandro Jara

A short tutorial on bayesian nonparametrics

2016 · Americanae (AECID Library)

Bayesian nonparametric (BNP) models are prior models for infinite-dimensional parameters, such as an unknown probability measure F or an unknown regression mean function f. We review some of the most widely used BNP priors, including …