Medha Agarwal

Sinkhorn Treatment Effects

We introduce the Sinkhorn treatment effect, an optimal transport measure of divergence between counterfactual distributions. Unlike classical quantities such as the average treatment effect, this measure captures differences across entire distributions. We analyze this divergence as a statistical fu…