Hostname: page-component-cd9895bd7-hc48f Total loading time: 0 Render date: 2024-12-23T05:34:53.767Z Has data issue: false hasContentIssue false

The discrete uhlenbeck–ornstein process

Published online by Cambridge University Press:  14 July 2016

Eric Renshaw*
Affiliation:
University of Edinburgh
*
Postal address: Department of Statistics, University of Edinburgh, James Clerk Maxwell Building, The King's Buildings, Mayfield Road, Edinburgh EH9 3JZ, UK.

Abstract

A correlated random walk is studied in which, at each stage, the velocity changes according to a first-order process. Motion is considered both with and without friction, the former situation being the discrete analogy of the Uhlenbeck–Ornstein process. Exact and limiting expressions are developed for the cumulant structures.

Type
Research Papers
Copyright
Copyright © Applied Probability Trust 1987 

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

Abramowitz, M. and Stegun, I. A. (1965) Handbook of Mathematical Functions. Dover, New York.Google Scholar
Andrews, G. E. (1976) The Theory of Partitions (Encyclopedia of Mathematics and its Applications, Vol. 2, ed. Rota, Gian-Carlo). Addison-Wesley, Reading, Massachusetts.Google Scholar
Gillis, J. (1955) Correlated random walk. Proc. Camb. Phil. Soc. 51, 639651.CrossRefGoogle Scholar
Goldstein, S. (1951) On diffusion by discontinuous movements, and on the telegraph equation. Quart. J. Mech. 4, 129156.Google Scholar
Gradshteyn, I. S. and Rhyzik, I. M. (1965) Tables of Integrals, Series and Products , 4th edn. Academic Press, London.Google Scholar
Hardy, G. H. and Wright, E. M. (1979) An Introduction to the Theory of Numbers, 5th edn. Clarendon Press, Oxford.Google Scholar
Iossif, G. (1986) Return probabilities for correlated random walks. J. Appl. Prob. 23, 201207.Google Scholar
Jakeman, E. and Hoenders, B. J. (1982) Scattering by a random surface of rectangular grooves. Optica Acta 29, 15871598.Google Scholar
Renshaw, E. and Henderson, R. (1981) The correlated random walk. J. Appl. Prob. 18, 403414.CrossRefGoogle Scholar
Uhlenbeck, G. E. and Ornstein, L. S. (1930) On the theory of Brownian motion. Phys. Rev. 36, 823841.Google Scholar