Locally contracting iterated functions and stability of Markov chains (Q2748442)

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scientific article; zbMATH DE number 1659445
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Locally contracting iterated functions and stability of Markov chains
scientific article; zbMATH DE number 1659445

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    Locally contracting iterated functions and stability of Markov chains (English)
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    14 October 2001
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    Markov chain
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    iterated function
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    geometric convergence
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    stochastic monotonicity
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    rates of convergence
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    The authors consider Markov chains in the context of iterated randoms and show the existence and uniqueness of an invariant distribution under a local contraction condition combined with a drift condition, extending results of Diaconis and Freedman. From these the authors deduce various other topological stability properties of the chains.
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