Ye, Azhong; Hyndman, Rob J; Li, Zinai - Department of Econometrics and Business Statistics, … - 2006
We present a local linear estimator with variable bandwidth for multivariate nonparametric regression. We prove its consistency and asymptotic normality in the interior of the observed data and obtain its rates of convergence. This result is used to obtain practical direct plug-in bandwidth...