Weak convergence of stochastic processes indexed by smooth functions

Abstract

We give some easy methods to check sufficient conditions for the weak convergence of stochastic processes indexed by smooth functions. The main condition is a moment condition on the increments of the process. We apply this to empirical processes and U-processes in the independent identically distributed case. We also consider empirical processes under different types of dependence conditions.