EXPONENTIAL TAIL BOUNDS FOR LOOP-ERASED RANDOM WALK IN TWO DIMENSIONS

被引:15
作者
Barlow, Martin T. [1 ]
Masson, Robert [1 ]
机构
[1] Univ British Columbia, Dept Math, Vancouver, BC V6T 1Z2, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Loop-erased random walk; growth exponent; exponential tail bounds; UNIFORM SPANNING-TREES;
D O I
10.1214/10-AOP539
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 M(n) be the number of steps of the loop-erasure of a simple random walk on Z(2) from the origin to the circle of radius n. We relate the moments of M(n) to Es(n), the probability that a random walk and an independent loop-erased random walk both started at the origin do not intersect up to leaving the ball of radius n. This allows us to show that there exists C such that for all n and all k = 1,2,..., E[M(n)(k)] <= C(k)k!E[M(n)](k) and hence to establish exponential moment bounds for M(n). This implies that there exists c > 0 such that for all n and all lambda >= 0, P{M(n) > lambda E[M(n)]} <= 2e(-c lambda). Using similar techniques, we then establish a second moment result for a specific conditioned random walk which enables us to prove that for any alpha < 4/5, there exist C and c' > 0 such that for all n and lambda > 0, P{M(n) < lambda(-1) E[M(n)]} <= Ce(-c'lambda alpha)
引用
收藏
页码:2379 / 2417
页数:39
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