Hostname: page-component-78c5997874-fbnjt Total loading time: 0 Render date: 2024-10-31T14:46:41.424Z Has data issue: false hasContentIssue false

Products of 2 × 2 stochastic matrices with random entries

Published online by Cambridge University Press:  24 August 2016

Walter Van Assche*
Affiliation:
Katholieke Universiteit Leuven
*
Postal address: Katholieke Universiteit Leuven, Departement Wiskunde, Celestijnenlaan 200B, B-3030 Heverlee, Belgium.

Abstract

The limit of a product of independent 2 × 2 stochastic matrices is given when the entries of the first column are independent and have the same symmetric beta distribution. The rate of convergence is considered by introducing a stopping time for which asymptotics are given.

Type
Short Communications
Copyright
Copyright © Applied Probability Trust 1986 

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.)

Footnotes

The author is a research assistant of the Belgian National Fund for Scientific Research.

References

[1] Bellman, R. (1954) Limit theorems for non-commutative operators I. Duke Math. J. 21, 491500.Google Scholar
[2] Chassaing, P., Letac, G. and Mora, M. (1984) Brocot sequences and random walks in SL(2, R), In Lecture Notes in Mathematics 1064, Springer-Verlag, Berlin.Google Scholar
[3] Chung, K. L. (1974) A Course in Probability Theory, 2nd edn. Academic Press, New York.Google Scholar
[4] Derrida, B. and Hilhorst, H. J. (1983) Singular behaviour of certain infinite products of random 2×2 matrices. J. Phys. A 16, 26412654.Google Scholar
[5] Gradshteyn, I. S. and Ryzhik, I. M. (1980) Tables of Integrals, Series and Products. Academic Press, New York.Google Scholar
[6] Hille, E. (1962) Analytic Function Theory, Vol. 2. Ginn, New York.Google Scholar
[7] Kesten, H. (1973) Random difference equations and renewal theory for products of random matrices. Acta Math. 131, 207248.Google Scholar
[8] Mukherjea, A. and Tserpes, N. A. (1976) Measures on Topological Semigroups., Lecture Notes in Mathematics 547, Springer-Verlag, Berlin.Google Scholar
[9] Rosenblatt, M. (1964) Equicontinuous Markov operators. Theory Prob. Appl. 9, 180197.CrossRefGoogle Scholar
[10] Rosenblatt, M. (1965) Products of independent identically distributed stochastic matrices. J. Math. Anal. Appl. 11, 110.Google Scholar
[11] Rosenblatt, M. (1973) Morkov Processes: Structure and Asymptotic Behaviour. Springer-Verlag, Berlin.Google Scholar
[12] Sun, T.-C. (1975) Limits of convolutions of probability measures on the set of 2×2 stochastic matrices. Bull. Inst. Math. Sinica 3, 235248.Google Scholar
[13] Ullman, J. L. (1972) On the regular behaviour of orthogonal polynomials. Proc. London Math. Soc. (3) 24, 119148.Google Scholar