Empirical optimal transport on countable metric spaces: Distributional limits and statistical applications

Carla Tameling, Max Sommerfeld, Axel Munk

We derive distributional limits for empirical transport distances between probability measures supported on countable sets. Our approach is based on sensitivity analysis of optimal…