\(\ell^{\infty}\) Poisson invariance principles from two classical Poisson limit theorems and extension to non-stationary independent sequences

Abstract

The simple Lévy Poisson process and scaled forms are explicitly constructed from partial sums of independent and identically distributed random variables and from sums of non-stationary independent random variables. For the latter, the weak limits are scaled Poisson processes. The method proposed here prepares generalizations to dependent data, to associated data in the first place.