Asymptotically exact minimax estimation in sup-norm for anisotropic Hölder classes

Abstract

We consider the Gaussian white noise model and study the estimation of a function f in the uniform norm assuming that f belongs to a Hölder anisotropic class. We give the minimax rate of convergence over this class and determine the minimax exact constant and an asymptotically exact estimator.