Upper Bound Estimates of the Cramér Functionals for Markov Processes |
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Authors: | Gao Fuqing Wang Qinghua |
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Institution: | (1) School of Mathematics and Statistics, Wuhan University, Wuhan, 430072, P.R. China;(2) Department of Mathematics, Hubei University, Wuhan, 430062, P.R. China |
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Abstract: | We prove that the Cramér functional of a Markov process can be controlled by a function of an integral functional if the transition semigroup is uniformly integrable in L
p
. As an application of this result, a general large deviation upper bound is obtained. Then, the notation of F-Sobolev inequality is extended to general Markov processes by replacing the Dirichlet form with the Donsker–Varadhan entropy. As the other application, it is proved that the uniform integrability of a transition semigroup implies a F-Sobolev inequality. |
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Keywords: | Cramé r functional uniformly integrable operator large deviations F-Sobolev inequality |
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