2 papers
math.ST2021
Variable bandwidth kernel regression estimation
Janet Nakarmi, Hailin Sang, Lin Ge
In this paper we propose a variable bandwidth kernel regression estimator for observations in to improve the classical Nadaraya-Watson estimator. The bias i…
math.ST2017
Central limit theorem for the variable bandwidth kernel density estimators
Janet Nakarmi, Hailin Sang
In this paper we study the ideal variable bandwidth kernel density estimator introduced by McKay (1993) and Jones, McKay and Hu (1994) and the plug-in practical version of the vari…