A characterisation of transient random walks on stochastic matrices with Dirichlet distributed limits

preprint2012arXivOpen access

Abstract

We characterise the class of distributions of random stochastic matrices XX with the property that the products X(n)X(n−1)...X(1)X(n)X(n-1) ... X(1) of i.i.d. copies X(k)X(k) of XX converge a.s. as n→∞n \rightarrow \infty and the limit is Dirichlet distributed. This extends a result by Chamayou and Letac (1994) and is illustrated by several examples that are of interest in applications.

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