Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes

François Caron, Yee Whye Teh, Thomas Brendan Murphy

In this paper we propose a Bayesian nonparametric model for clustering partial ranking data. We start by developing a Bayesian nonparametric extension of the popular Plackett-Luce…