Ordered random walks
Abstract
We construct the conditional version of independent and identically distributed random walks on given that they stay in strict order at all times. This is a generalisation of so-called non-colliding or non-intersecting random walks, the discrete variant of Dyson's Brownian motions, which have been considered yet only for nearest-neighbor walks on the lattice. Our only assumptions are moment conditions on the steps and the validity of the local central limit theorem. The conditional process is constructed as a Doob -transform with some positive regular function that is strongly related with the Vandermonde determinant and reduces to that function for simple random walk. Furthermore, we prove an invariance principle, i.e., a functional limit theorem towards Dyson's Brownian motions, the continuous analogue.
Cite
@article{arxiv.math/0610850,
title = {Ordered random walks},
author = {Peter Eichelsbacher and Wolfgang Konig},
journal= {arXiv preprint arXiv:math/0610850},
year = {2007}
}
Comments
26 pages