Uniform and individual convergence rates for convex density classes
Uniform and individual convergence rates for convex density classes
Abstract In this paper, we prove coincidence of uniform and individual convergence rates for convex density classes, which are Baire spaces with respect to the L 1 (R d )-metric, in the field of nonparametric estimation. We show that for convex density classes, which are no Baire spaces, the validity …