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Comparison of Markov processes via infinitesimal generators

机译:通过无穷小生成器比较马尔可夫过程

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摘要

We derive comparison results for Markov processes with respect to stochastic orderings induced by function classes. Our main result states that stochastic monotonicity of one process and comparability of the infinitesimal generators implies ordering of the processes. Unlike in previous work no boundedness assumptions on the function classes are needed anymore. We also present an integral version of the comparison result which does not need the local comparability assumption of the generators. The method of proof is also used to derive comparison results for time-discrete Markov processes.
机译:我们推导了马尔可夫过程相对于由函数类引起的随机排序的比较结果。我们的主要结果表明,一个过程的随机单调性和无穷小生成器的可比性意味着这些过程的排序。与以前的工作不同,不再需要对函数类进行有界假设。我们还提供了比较结果的积分形式,不需要生成器的本地可比性假设。证明方法还用于得出时间离散马尔可夫过程的比较结果。

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