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On coupling and weak convergence to stationarity - MaRDI portal

On coupling and weak convergence to stationarity (Q1201322)

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scientific article; zbMATH DE number 97557
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English
On coupling and weak convergence to stationarity
scientific article; zbMATH DE number 97557

    Statements

    On coupling and weak convergence to stationarity (English)
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    17 January 1993
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    How can we prove the convergence of a process \(Z_ t\) to some stationary distribution? The coupling idea suggests the construction of a second dependent process \(Z_ t'\) already with a stationary distribution. Then show \(Z_ t\) and \(Z_ t'\) are asymptotically close in a sufficient sense. The paper gives new insight to this method in different situations like queues, Harris-recurrent Markov processes, renewal theorem and stochastically monotone Markov processes.
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    coupling
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    Harris-recurrent Markov processes
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    renewal theorem
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    stochastically monotone Markov processes
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