Kanazawa, Yuichiro - In: Statistics & Probability Letters 18 (1993) 4, pp. 315-321
The optimal window width, which asymptotically minimizes mean Hellinger distance between the kernel estimator and density, is known to be equivalent to the one that maximizes expected Kullback--Leibler loss for compactly supported densities. Implications of the result are discussed.