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Strong ergodicity for continuous-time Markov chains

Published online by Cambridge University Press:  14 July 2016

Dean Isaacson
Affiliation:
Iowa State University
Barry Arnold
Affiliation:
Iowa State University

Abstract

The concept of strong ergodicity for discrete-time homogeneous Markov chains has been characterized in several ways (Dobrushin (1956), Lin (1975), Isaacson and Tweedie (1978)). In this paper the characterization using mean visit times (Huang and Isaacson (1977)) is extended to continuous-time Markov chains. From this it follows that for a certain subclass of continuous-time Markov chains, X(t), is strongly ergodic if and only if the associated embedded chain is Cesaro strongly ergodic.

Type
Research Papers
Copyright
Copyright © Applied Probability Trust 1978 

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References

Bowerman, B., David, H. T. and Isaacson, D. (1977) The convergence of Cesaro averages for certain nonstationary Markov chains. Stoch. Proc. Appl. 5, 221230.Google Scholar
Çinlar, E. (1975) Introduction to Stochastic Processes. Prentice-Hall, Englewood Cliffs, N.J.Google Scholar
Dobrushin, R. L. (1956) Central limit theorem for nonstationary Markov chains. Theory Prob. Appl. 1, 6580; 329383.Google Scholar
Griffeath, D. (1975) Uniform coupling of non-homogeneous Markov chains. J. Appl. Prob. 12, 753762.Google Scholar
Huang, C. and Isaacson, D. (1977) Ergodicity using mean visit times. J. London Math. Soc. 14, 570576.Google Scholar
Isaacson, D. and Luecke, G. (1978) Strongly ergodic Markov chains and rates of convergence using spectral conditions, Stoch. Proc. Appl. 7, 113121.Google Scholar
Isaacson, D. and Tweedie, R. (1978) Criteria for strong ergodicity of Markov chains. J. Appl. Prob. 15, 8795.CrossRefGoogle Scholar
Lin, M. (1975) Quasi-compactness and uniform ergodicity of Markov operators. Ann. Inst. H. Poincare 11, 345354.Google Scholar
Revuz, D. (1975) Markov Chains. North-Holland, Amsterdam.Google Scholar
Tweedie, R. (1975) Sufficient conditions for regularity, recurrence and ergodicity of Markov processes. Math. Proc. Camb. Phil. Soc. 78, 125136.Google Scholar