Abstract
In this paper, we study quasi-symmetric random walks and Levy processes, a property first introduced by C.J. Stone, discuss the α-invariant Radon measures for random walks and Levy processes, and formulate some nice ratio limit theorems which are closely related to α-invariant Radon measures.
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