Almost Sure Limit Theorems for Multivariate General Standard Normal Sequences and Applications

Abstract

Under suitable conditions, the almost sure central limit theorems for the maximum of general standard normal sequences of random vectors are proved. The simulation of the almost sure convergence for the maximum is firstly performed, which helps to visually understand the theorems by applying to two new examples.