Hjort, Nils Lid; Walker, Stephen G. - In: Statistics & Probability Letters 54 (2001) 2, pp. 153-159
We show that the cumulative distribution function corresponding to a kernel density estimator with optimal bandwidth lies outside any confidence interval, around the empirical distribution function, with probability tending to 1 as the sample size increases.