Scalable Bayesian nonparametric measures for exploring pairwise dependence via Dirichlet Process Mixtures

Sarah Filippi, Chris C. Holmes, Luis E. Nieto-Barajas

In this article we propose novel Bayesian nonparametric methods using Dirichlet Process Mixture (DPM) models for detecting pairwise dependence between random variables while accoun…