Angular asymptotics for multi-dimensional non-homogeneous random walks with asymptotically zero drift
Probability
2010-07-27 v1
Abstract
We study the first exit time from an arbitrary cone with apex at the origin by a non-homogeneous random walk (Markov chain) on () with mean drift that is asymptotically zero. Specifically, if the mean drift at is of magnitude , we show that a.s. for any cone. On the other hand, for an appropriate drift field with mean drifts of magnitude , , we prove that our random walk has a limiting (random) direction and so eventually remains in an arbitrarily narrow cone. The conditions imposed on the random walk are minimal: we assume only a uniform bound on 2nd moments for the increments and a form of weak isotropy. We give several illustrative examples, including a random walk in random environment model.
Cite
@article{arxiv.0910.1772,
title = {Angular asymptotics for multi-dimensional non-homogeneous random walks with asymptotically zero drift},
author = {Iain M. MacPhee and Mikhail V. Menshikov and Andrew R. Wade},
journal= {arXiv preprint arXiv:0910.1772},
year = {2010}
}
Comments
35 pages, 2 figures (1 colour)