Bhattacharya, P. K.; Mack, Y. P. - In: Journal of Multivariate Analysis 35 (1990) 1, pp. 1-11
In Bhattacharya and Mack (Ann. Statist. 15 (1987), 976-994), it was shown (among other things) that adapting for the optimal choice of k in univariate k-nearest neighbor density and regression estimation is feasible using weak convergence techniques. We now show that the same holds true for the...