Empirical processes of iterated maps that contract on average

preprint2012arXivOpen access

Abstract

We consider a Markov chain obtained by random iterations of Lipschitz maps TiT_i chosen with a probability pi(x)p_i(x) depending on the current position xx. We assume this system has a property of "contraction on average", that is ∑id(Tix,Tiy)pi(x)<ρd(x,y)\sum_i d(T_ix,T_iy)p_i(x) < ρd(x,y) for some ρ<1ρ<1. In the present note, we study the weak convergence of the empirical process associated to this Markov chain.

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