Estimating the error distribution function in nonparametric regression

Ursula U. Müller, Anton Schick, Wolfgang Wefelmeyer

We construct an efficient estimator for the error distribution function of the nonparametric regression model Y = r(Z) + e. Our estimator is a kernel smoothed empirical distributio…