Moderate deviation principle for ergodic Markov chain. Lipschitz summands

被引:6
|
作者
Delyon, B [1 ]
Juditsky, A
Lipster, R
机构
[1] Univ Rennes 1, IRISA, Campus Beaulieu, F-35042 Rennes, France
[2] Univ Grenoble 1, F-38041 Grenoble, France
[3] Tel Aviv Univ, Elect Engn Syst, IL-69978 Tel Aviv, Israel
[4] Inst Informat Transmiss, Moscow, Russia
关键词
moderate deviations; Poisson equation; Puhalskii theorem;
D O I
10.1007/978-3-540-30788-4_9
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
For 1/2 < alpha < 1, we propose the MDP analysis for family [GRAPHICS] where (X-n)(n >= 0) be a homogeneous ergodic Markov chain, X-n is an element of R-d, when the spectrum of operator P. is continuous. The vector-valued function H is not assumed to be bounded but the Lipschitz continuity of H is required. The main helpful tools in our approach are Poisson's equation and Stochastic Exponential; the first enables to replace the original family by with a martingale M-n while the second to avoid the direct Laplace transform analysis.
引用
收藏
页码:189 / +
页数:3
相关论文
共 50 条
  • [1] Moderate deviation principle for maximum likelihood estimator for Markov processes
    Rao, B. L. S. Prakasa
    [J]. STATISTICS & PROBABILITY LETTERS, 2018, 132 : 74 - 82
  • [2] Moderate deviation principle for the functional empirical process of Markov chains
    Djellout, H
    Guillin, A
    [J]. COMPTES RENDUS DE L ACADEMIE DES SCIENCES SERIE I-MATHEMATIQUE, 2000, 330 (05): : 377 - 380
  • [3] Large-deviation theorems for sums of random variables connected in a markov chain. I
    Padvelskis K.
    Statulevicius V.
    [J]. Lithuanian Mathematical Journal, 1998, 38 (4) : 348 - 359
  • [4] A MARKOV CHAIN ANALYSIS OF GENETIC ALGORITHMS: LARGE DEVIATION PRINCIPLE APPROACH
    Suzuki, Joe
    [J]. JOURNAL OF APPLIED PROBABILITY, 2010, 47 (04) : 967 - 975
  • [5] Moderate deviation principle for guesswork
    Wang, Shaochen
    Zhang, Yangchun
    [J]. STATISTICS & PROBABILITY LETTERS, 2024, 207
  • [6] Large Deviation Principle of Nonconventional Ergodic Averages
    Jung-Chao Ban
    Wen-Guei Hu
    Guan-Yu Lai
    [J]. Journal of Statistical Physics, 2023, 190
  • [7] Large Deviation Principle of Nonconventional Ergodic Averages
    Ban, Jung-Chao
    Hu, Wen-Guei
    Lai, Guan-Yu
    [J]. JOURNAL OF STATISTICAL PHYSICS, 2023, 190 (03)
  • [8] Exact distribution for the local score of a Markov chain.
    Mercier, S
    Hassenforder, C
    [J]. COMPTES RENDUS MATHEMATIQUE, 2003, 336 (10) : 863 - 868
  • [9] Moderate deviation principle of modularity in network
    Qing Yin
    Yu Miao
    Zhen Wang
    Guangyu Yang
    [J]. Metrika, 2024, 87 : 281 - 298
  • [10] Moderate deviation principle of modularity in network
    Yin, Qing
    Miao, Yu
    Wang, Zhen
    Yang, Guangyu
    [J]. METRIKA, 2024, 87 (03) : 281 - 298