Variable bandwidth kernel regression estimation

Janet Nakarmi, Hailin Sang, Lin Ge

In this paper we propose a variable bandwidth kernel regression estimator for $i.i.d.$ observations in ${\mathbb{R}}^2$ to improve the classical Nadaraya-Watson estimator. The bias i…