Hostname: page-component-cd9895bd7-dk4vv Total loading time: 0 Render date: 2024-12-23T05:47:37.327Z Has data issue: false hasContentIssue false

A coupling proof of weak convergence

Published online by Cambridge University Press:  14 July 2016

Peter Guttorp*
Affiliation:
University of Washington
Reg Kulperger*
Affiliation:
University of Western Ontario
Richard Lockhart*
Affiliation:
Simon Fraser University
*
Postal address: Department of Statistics, University of Washington, Seattle, WA 98195, USA.
∗∗Postal address: Department of Statistical and Actuarial Sciences, University of Western Ontario, London, Ont., Canada.
∗∗∗Postal address: Department of Mathematics, Simon Fraser University, Burnaby, BC, Canada V5A 1S6.

Abstract

Weak convergence to reflected Brownian motion is deduced for certain upwardly drifting random walks by coupling them to a simple reflected random walk. The argument is quite elementary, and also gives the right conditions on the drift. A similar argument works for a corresponding continuous-time problem.

Type
Short Communications
Copyright
Copyright © Applied Probability Trust 1985 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Freedman, D. (1971) Brownian Motion and Diffusion. Holden-Day, San Francisco.Google Scholar
Guttorp, P. and Kulperger, R. J. (1984) Statistical inference for some Volterra population processes in a random environment. Canad. J. Statist. 13, 289302.Google Scholar
Karlin, S. and Taylor, H. M. (1975) A First Course in Stochastic Processes, 2nd edn. Academic Press, New York.Google Scholar
Mcleish, D. L. (1974) Dependent central limit theorems and invariance principles. Ann. Prob. 2, 620628.Google Scholar
Skorokhod, A. V. (1961) Stochastic equations for diffusion processes in a bounded region I. Theory Prob. Appl. 6, 264274.Google Scholar
Stone, C. (1963) Limit theorems for random walks, birth and death processes, and diffusion processes. Illinois J. Math. 7, 638660.Google Scholar