D. Louani, OSCILLATION MODULUS OF THE CONDITIONAL EM PIRICAL PROCESS, Comptes rendus de l'Academie des sciences. Serie 1, Mathematique, 322(6), 1996, pp. 587-592
We establish results on almost sure behavior of the oscillation modulu
s of the conditional empirical process. We derive then a law of logari
thm for the conditional density estimator and deduce the optimal windo
w-widths with respect to almost sure uniform convergence.