Mixing and hitting times for finite Markov chains

被引:28
|
作者
Oliveira, Roberto Imbuzeiro [1 ]
机构
[1] IMPA, Rio De Janeiro, Brazil
来源
关键词
Markov chains; mixing times; hitting times;
D O I
10.1214/EJP.v17-2274
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
Let 0 < alpha < 1/2. We show that that the mixing time of a continuous-time Markov chain on a finite state space is about as large as the largest expected hitting time of a subset of the state space with stationary measure >= alpha. Suitably modified results hold in discrete time and/or without the reversibility assumption. The key technical tool in the proof is the construction of random set A such that the hitting time of A is a light-tailed stationary time for the chain. We note that essentially the same results were obtained independently by Peres and Sousi.
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页码:1 / 12
页数:12
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