On Asymptotic Normality of the Local Polynomial Regression Estimator with Stochastic Bandwidths

Carlos Martins-Filho, Paulo Saraiva

Nonparametric density and regression estimators commonly depend on a bandwidth. The asymptotic properties of these estimators have been widely studied when bandwidths are nonstocha…