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Stochastic comparisons and couplings for interacting particle systems

Author

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  • Javier López, F.
  • Sanz, Gerardo

Abstract

In this work we show, for a general class of interacting particle systems where the set of values each particle can take is not totally ordered, the equivalence of the existence of increasing Markovian couplings of two processes and their stochastic ordering, thus solving an open problem posed by Forbes and François (1997). Theory of network flows is used to prove that equivalence. We also give explicit forms of such couplings.

Suggested Citation

  • Javier López, F. & Sanz, Gerardo, 1998. "Stochastic comparisons and couplings for interacting particle systems," Statistics & Probability Letters, Elsevier, vol. 40(1), pages 93-102, September.
  • Handle: RePEc:eee:stapro:v:40:y:1998:i:1:p:93-102
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    References listed on IDEAS

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    1. Forbes, Florence & François, Olivier, 1997. "Stochastic comparison for Markov processes on a product of partially ordered sets," Statistics & Probability Letters, Elsevier, vol. 33(3), pages 309-320, May.
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    Cited by:

    1. Dai Pra, Paolo & Louis, Pierre-Yves & Minelli, Ida Germana, 2010. "Realizable monotonicity for continuous-time Markov processes," Stochastic Processes and their Applications, Elsevier, vol. 120(6), pages 959-982, June.
    2. López, F. Javier & Sanz, Gerardo, 2000. "Stochastic comparisons for general probabilistic cellular automata," Statistics & Probability Letters, Elsevier, vol. 46(4), pages 401-410, February.

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    1. Dai Pra, Paolo & Louis, Pierre-Yves & Minelli, Ida Germana, 2010. "Realizable monotonicity for continuous-time Markov processes," Stochastic Processes and their Applications, Elsevier, vol. 120(6), pages 959-982, June.
    2. López, F. Javier & Sanz, Gerardo, 2000. "Stochastic comparisons for general probabilistic cellular automata," Statistics & Probability Letters, Elsevier, vol. 46(4), pages 401-410, February.

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