Guerre, Emmanuel - In: Journal of Multivariate Analysis 75 (2000) 2, pp. 219-244
This paper deals with nonparametric regression estimation under arbitrary sampling with an unknown distribution. The effect of the distribution of the design, which is a nuisance parameter, can be eliminated by conditioning. An upper bound for the conditional mean squared error of k-NN estimates...