Most transient random walks have infinitely many cut times

IF 2.1 1区 数学 Q1 STATISTICS & PROBABILITY
Noah Halberstam, Tom Hutchcroft
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引用次数: 0

Abstract

We prove that if (Xn)n≥0 is a random walk on a transient graph such that the Green’s function decays at least polynomially along the random walk, then (Xn)n≥0 has infinitely many cut times almost surely. This condition applies in particular to any graph of spectral dimension strictly larger than 2. In fact, our proof applies to general (possibly nonreversible) Markov chains satisfying a similar decay condition for the Green’s function that is sharp for birth–death chains. We deduce that a conjecture of Diaconis and Freedman (Ann. Probab. 8 (1980) 115–130) holds for the same class of Markov chains, and resolve a conjecture of Benjamini, Gurel-Gurevich, and Schramm (Ann. Probab. 39 (2011) 1122–1136) on the existence of infinitely many cut times for random walks of positive speed.
大多数瞬态随机漫步具有无限多的切割时间
我们证明了如果(Xn)n≥0是瞬时图上的随机漫步,使得格林函数沿随机漫步至少多项式衰减,则(Xn)n≥0几乎肯定有无限多个切割时间。这个条件特别适用于谱维严格大于2的任何图。事实上,我们的证明适用于一般的(可能是不可逆的)马尔可夫链,满足格林函数的类似衰减条件,该函数对于生-死链是尖锐的。我们推断Diaconis和Freedman (Ann。Probab. 8(1980) 115-130)对同一类马尔可夫链成立,并解决了Benjamini、Gurel-Gurevich和Schramm (Ann。Probab. 39(2011) 1122-1136)关于正速度随机漫步存在无穷多个切割时间的问题。
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来源期刊
Annals of Probability
Annals of Probability 数学-统计学与概率论
CiteScore
4.60
自引率
8.70%
发文量
61
审稿时长
6-12 weeks
期刊介绍: The Annals of Probability publishes research papers in modern probability theory, its relations to other areas of mathematics, and its applications in the physical and biological sciences. Emphasis is on importance, interest, and originality – formal novelty and correctness are not sufficient for publication. The Annals will also publish authoritative review papers and surveys of areas in vigorous development.
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