Bandwidth selection for local linear regression: A simulation study

Thomas C. M. Lee, Victor Solo

Abstract: This paper provides a simulation study of several popular bandwidth selectors for local linear regression. The study also includes two new selectors which couple the non-asymptotic plug-in and the unbiased risk estimation techniques. These two new selectors are simple to describe, easy to implement and performed very well in our simulation study.