Inequalities with Applications to the Weak Convergence of Random Processes with Multi-Dimensional Time Parameters

Abstract

Bounds on the distribution of the maximum of the absolute values of the "partial sums" constructed from a multi-dimensional array of independent random variables are derived and used to establish the weak convergence of certain random functions defined in terms of such "partial sums".