Bounds and estimators of a basic constant in extreme value theory of gaussian processes

Abstract

Let Hα be the constant in the extremal theorem for Gaussian processes. In this note a lower and upper bound as well as two statistical estimators of Hα are given. Simulation results are also discussed. As a by-product of the proof, a more precise bound on the small ball probability of fractional Brownian motion is obtained.