Wasserstein Least Squares: A Canonical Regression Method for Probability Distributions

Uriel Martínez León, Jonathan Niles-Weed

We perform a mathematical and statistical analysis of the Wasserstein least squares problem, a regression method for vector-valued covariates and distribution-valued responses. Our…