English

Upper bounds for the maximum of a random walk with negative drift

Probability 2011-07-28 v1

Abstract

Consider a random walk Sn=i=0nXiS_n=\sum_{i=0}^n X_i with negative drift. This paper deals with upper bounds for the maximum M=maxn1SnM=\max_{n\ge 1}S_n of this random walk in different settings of power moment existences. As it is usual for deriving upper bounds, we truncate summands. Therefore we use an approach of splitting the time axis by stopping times into intervals of random but finite length and then choose a level of truncation on each interval. Hereby we can reduce the problem of finding upper bounds for MM to the problem of finding upper bounds for Mτ=maxnτSnM_\tau=\max_{n\le \tau}S_n. In addition we test our inequalities in the heavy traffic regime in the case of regularly varying tails.

Keywords

Cite

@article{arxiv.1107.5400,
  title  = {Upper bounds for the maximum of a random walk with negative drift},
  author = {Johannes Kugler and Vitali Wachtel},
  journal= {arXiv preprint arXiv:1107.5400},
  year   = {2011}
}

Comments

15 pages

R2 v1 2026-06-21T18:42:47.595Z