Subgeometric rates of convergence of f-ergodic strong Markov processes

被引:106
作者
Douc, Randal [3 ]
Fort, Gersende [4 ]
Guillin, Arnaud [1 ,2 ]
机构
[1] Ecole Cent Marseille, F-13453 Marseille 13, France
[2] CNRS, LATP, UMR 6632, F-13453 Marseille 13, France
[3] Ecole Polytech, CMAP, F-91128 Palaiseau, France
[4] LTCI, CNRS, F-75634 Paris 13, France
关键词
Subgeometric ergodicity; Regularity; Foster's criterion; Resolvent; Moderate deviations; Langevin diffusions; Hypoelliptic diffusions; Storage models; MODERATE DEVIATIONS; STABILITY; INEQUALITIES;
D O I
10.1016/j.spa.2008.03.007
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
We provide a condition in terms of a supermartingale property for a functional of the Markov process, which implies (a) f-ergodicity of strong Markov processes at a suhgeometric rate, and (b) a moderate deviation principle for an integral (bounded) functional. An equivalent condition in terms of a drift inequality on the extended generator is also given. Results related to (f, r)-regularity of the process, of some skeleton chains and of the resolvent chain are also derived. Applications to specific processes are considered, including elliptic stochastic differential equations, Langevin diffusions, hypoelliptic stochastic damping Hamiltonian systems and storage models. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:897 / 923
页数:27
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