An Upper Bound of the Bias of Nadaraya-Watson Kernel Regression under Lipschitz Assumptions

Samuele Tosatto, Riad Akrour, Jan Peters

The Nadaraya-Watson kernel estimator is among the most popular nonparameteric regression technique thanks to its simplicity. Its asymptotic bias has been studied by Rosenblatt in 1…