Talagrand's inequality for interacting particle systems satisfying a log-Sobolev inequality

被引:1
作者
Voellering, Florian [1 ]
机构
[1] TU Berlin, Inst Math, Fak 2, MA 7-5,Str 17 Juni 136, D-10623 Berlin, Germany
来源
ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES | 2016年 / 52卷 / 01期
关键词
Talagrand's inequality; Russo's formula; Variance estimate; Dependent random variables; Log-Sobolev inequality; Interacting particle system; ONE-PHASE REGION; GLAUBER DYNAMICS; EQUILIBRIUM;
D O I
10.1214/14-AIHP630
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
Talagrand's inequality for independent Bernoulli random variables is extended to many interacting particle systems (IPS). The main assumption is that the IPS satisfies a log-Sobolev inequality. In this context it is also shown that a slightly stronger version of Talagrand's inequality is equivalent to a log-Sobolev inequality. Additionally we also look at a common application, the relation between the probability of increasing events and the influences on that event by changing a single spin.
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页码:173 / 195
页数:23
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