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May 2000 Efficient Markovian couplings: examples and counterexamples
Krzysztof Burdzy, Wilfrid S. Kendall
Ann. Appl. Probab. 10(2): 362-409 (May 2000). DOI: 10.1214/aoap/1019487348

Abstract

In this paper we study the notion of an efficient coupling of Markov processes. Informally, an efficient coupling is one which couples at the maximum possible exponential rate, as given by the spectral gap. This notion is of interest not only for its own sake, but also of growing importance arising from the recent advent of methods of “perfect simulation”: it helps to establish the “price of perfection” for such methods. In general, one can always achieve efficient coupling if the coupling is allowed to “cheat”(if each component’s behavior is affected by the future behavior of the other component), but the situation is more interesting if the coupling is required to be co-adapted. We present an informal heuristic for the existence of an efficient coupling, and justify the heuristic by proving rigorous results and examples in the contexts of finite reversible Markov chains and of reflecting Brownian motion in planar domains.

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Krzysztof Burdzy. Wilfrid S. Kendall. "Efficient Markovian couplings: examples and counterexamples." Ann. Appl. Probab. 10 (2) 362 - 409, May 2000. https://doi.org/10.1214/aoap/1019487348

Information

Published: May 2000
First available in Project Euclid: 22 April 2002

zbMATH: 0957.60083
MathSciNet: MR1768241
Digital Object Identifier: 10.1214/aoap/1019487348

Subjects:
Primary: 60H30 , 60J27 , 65U05

Keywords: Chen-optimal coupling , Co-adapted coupling , couplling exponent , diffusion , efficient coupling , efficient coupling heuristic , exact simulation , Markov chain , mirror coupling , Monotonicity , perfect simulation , price of perfection , Reflecting Brownian motion , spectral gap , synchronous coupling

Rights: Copyright © 2000 Institute of Mathematical Statistics

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Vol.10 • No. 2 • May 2000
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