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Two strong limit theorems for processes with independent increments
Authors:A.Larry Wright
Affiliation:1. University of Arizona USA;2. University of California, Riverside, USA
Abstract:
Two related almost sure limit theorems are obtained in connection with a stochastic process {ξ(t), ?∞ < t < ∞} with independent increments. The first result deals with the existence of a simultaneous stabilizing function H(t) such that (ξ(t) ? ξ(0))H(t) → 0 for almost all sample functions of the process. The second result deals with a wide-sense stationary process whose random spectral distributions is ξ. It addresses the question: Under what conditions does (2T)?1?TTX(t)X(t + τ)dt converge as T → ∞ for all τ for almost all sample functions?
Keywords:60G10  60G17  Limit theorems  process with independent increments  wide-sense stationary  ergodic
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