Distribution-free joint independence testing and robust independent component analysis using optimal transport

Ziang Niu, Bhaswar B. Bhattacharya

In this paper we study the problem of measuring and testing joint independence for a collection of multivariate random variables. Using the emerging theory of optimal transport (OT…