Large deviations for Markov-modulated diffusion processes with rapid switching

被引:17
|
作者
Huang, Gang [1 ]
Mandjes, Michel [1 ]
Spreij, Peter [1 ,2 ]
机构
[1] Univ Amsterdam, Korteweg de Vries Inst Math, Sci Pk 904, NL-1098 XH Amsterdam, Netherlands
[2] Radboud Univ Nijmegen, NL-6525 ED Nijmegen, Netherlands
关键词
Diffusion processes; Markov modulation; Large deviations; Stochastic exponentials; Occupation measure; SYSTEMS DRIVEN; CHAINS; TIME;
D O I
10.1016/j.spa.2015.12.005
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper, we study small noise asymptotics of Markov-modulated diffusion processes in the regime that the modulating Markov chain is rapidly switching. We prove the joint sample-path large deviations principle for the Markov-modulated diffusion process and the occupation measure of the Markov chain (which evidently also yields the large deviations principle for each of them separately by applying the contraction principle). The structure of the proof is such that we first prove exponential tightness, and then establish a local large deviations principle (where the latter part is split into proving the corresponding upper bound and lower bound). (C) 2016 Published by Elsevier B.V.
引用
收藏
页码:1785 / 1818
页数:34
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