Linton, Oliver; Xiao, Zhijie - Suntory and Toyota International Centres for Economics … - 2001
We propose a new estimator for nonparametric regression based on local likelihood estimation using an estimated error score function obtained from the residuals of a preliminary nonparametric regression. We show that our estimator is asymptotically equivalent to the infeasible local maximum...