Bias Reduction for Local Polynomial Derivative Estimation

Fujia Chang, W. John Braun

Local polynomial smoothing is commonly used in non-parametric regression, but local linear derivative estimation still has a bias of order $O(h^2)$. This paper proposes an iterativ…