On Data Sharpening in Nonparametric Autoregressive Models

Simon Snyman, Lengyi Han, W. John Braun

Data sharpening has been shown to reduce bias in nonparametric regression and density estimation. Its performance on nonlinear first order autoregressive models is studied theoreti…