Distribution-Free Distribution Regression

Barnabás Póczos, Aarti Singh, Alessandro Rinaldo, Larry A. Wasserman

Abstract: Distribution regression refers to the situation where a response Y depends on a covariate P where P is a probability distribution. The model is Y=f(P) + e where f is an unknown regression function ...