Inference for Empirical Wasserstein Distances on Finite Spaces

Max Sommerfeld, Axel Munk

The Wasserstein distance is an attractive tool for data analysis but statistical inference is hindered by the lack of distributional limits. To overcome this obstacle, for probabil…