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Deviation and concentration inequalities for dynamical systems with subexponential decay of correlations
Stochastics and Dynamics ( IF 1.1 ) Pub Date : 2023-04-26 , DOI: 10.1142/s0219493723500259 Christophe Cuny 1 , Jérôme Dedecker 2 , Florence Merlevède 3
中文翻译:
具有次指数相关性衰减的动力系统的偏差和浓度不等式
更新日期:2023-04-26
Stochastics and Dynamics ( IF 1.1 ) Pub Date : 2023-04-26 , DOI: 10.1142/s0219493723500259 Christophe Cuny 1 , Jérôme Dedecker 2 , Florence Merlevède 3
Affiliation
We obtain large and moderate deviation estimates, as well as concentration inequalities, for a class of nonuniformly expanding maps with stretched exponential decay of correlations. In the large deviation regime, we also exhibit examples showing that the obtained upper bounds are essentially optimal.
中文翻译:
具有次指数相关性衰减的动力系统的偏差和浓度不等式
对于一类具有拉伸指数衰减相关性的非均匀扩展图,我们获得了大的和中等的偏差估计以及浓度不等式。在大偏差情况下,我们还展示了一些例子,表明所获得的上限本质上是最优的。