Skorokhod拓扑中的嵌入马尔可夫链近似

IF 0.4 4区 数学 Q4 STATISTICS & PROBABILITY Probability and Mathematical Statistics-Poland Pub Date : 2014-09-16 DOI:10.19195/0208-4147.39.2.2
Björn Böttcher
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引用次数: 1

摘要

证明了嵌入马尔可夫链的j1紧性条件,并统一讨论了四种Skorokhod拓扑。为了用离散时间马尔可夫链近似连续时间随机过程,有几种方法可以将马尔可夫链嵌入到连续时间过程中。一方面,有一个使用指数等待时间的马尔可夫嵌入。另一方面,每一个Skorokhod拓扑都自然地暗示了一个特定的嵌入。这些是J1的阶跃函数嵌入,forM1的线性插值嵌入,J2的多步嵌入以及M2的更一般的嵌入。我们证明了阶跃函数嵌入在J1中的收敛性暗示了相应拓扑中其他嵌入的收敛性。对于相反的命题,给出了嵌入时齐次马尔可夫链的j1紧性条件。此外,还证明了J1收敛等价于M1和J2的联合收敛。
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Embedded Markov chain approximations in Skorokhod topologies
We prove a J1-tightness condition for embedded Markov chains and discuss four Skorokhod topologies in a unified manner. To approximate a continuous time stochastic process by discrete time Markov chains, one has several options to embed the Markov chains into continuous time processes. On the one hand, there is a Markov embedding which uses exponential waiting times. On the other hand, each Skorokhod topology naturally suggests a certain  embedding. These are the step function embedding for J1, the linear interpolation embedding forM1, the multistep embedding for J2 and a more general embedding for M2. We show that the convergence of the step function embedding in J1 implies the convergence of the other embeddings in the corresponding topologies. For the converse statement, a J1-tightness condition for embedded time-homogeneous Markov chains is given.Additionally, it is shown that J1 convergence is equivalent to the joint convergence in M1 and J2.
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来源期刊
CiteScore
0.70
自引率
0.00%
发文量
0
审稿时长
>12 weeks
期刊介绍: PROBABILITY AND MATHEMATICAL STATISTICS is published by the Kazimierz Urbanik Center for Probability and Mathematical Statistics, and is sponsored jointly by the Faculty of Mathematics and Computer Science of University of Wrocław and the Faculty of Pure and Applied Mathematics of Wrocław University of Science and Technology. The purpose of the journal is to publish original contributions to the theory of probability and mathematical statistics.
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