Doeblin's and Harris' theory of Markov processes
- 58 Downloads
- 3 Citations
Abstract
Our notation and definitions are taken from (Chung, K. L.: The general theory of Markov processes according to Doeblin. Z. Wahrscheinlichkeitstheorie und verw. Gebiete 2, 230–254 (1964)). A closed set H is called recurrent in the sense of Harris if there exists a σ-finite measure ϕ such that for E=H, ϕ(E) >0 implies Q(x, E)=1 for all tx∃H. Theorem 1. Let X be absolutely essential and indecomposable. Then there exists a closed set B⫅X. such that B contains no acountable disjoint collection of perpetuable sets if and only if X=H+1 where H is recurrent in the sense of Harris and I is either inessential or improperly essential. Theorem 2. If there exists no uncountable disjoint collection of closed sets, then there exists a countable disjoint collection {Dn} n=1 ∞ of absolutely essential and indecomposable closed sets such that \(I = X - \sum\nolimits_{n = 1}^\infty {D_n } \). Under the additional assumption that Suslin's Conjecture holds, Theorem 2 was proved by Jamison (Jamison, B.: A Result in Doeblin's Theory of Markov Chains implied by Suslin's Conjecture. Z. Wahrscheinlichkeitstheorie verw. Gebiete 24, 287–293 (1972)).
Keywords
Markov Chain Stochastic Process General Theory Probability Theory Markov ProcessPreview
Unable to display preview. Download preview PDF.
References
- 1.Chung, K.L.: The general theory of Markov processes according to Doeblin. Z. Wahrscheinlichkeitstheorie verw. Gebiete 2, 230–254 (1964)Google Scholar
- 2.Doeblin, W.: Elements d'une théorie générale des chaÎnes simple constantes de Markoff. Ann. Sci. école Norm. Sup., III. Ser., 57, 61–111 (1940)Google Scholar
- 3.Harris, T.E.: Correction to a proof. Z. Wahrscheinlichkeitstheorie verw. Gebiete 10, 172 (1969)Google Scholar
- 4.Jain, N.: Some limit theorems for a general Markov process. Z. Wahrscheinlichkeitstheorie verw. Gebiete 6, 206–223 (1966)Google Scholar
- 5.Jain, N., Jamison, B.: Contributions to Doeblin's Theory of Markov Chains. Z. Wahrscheinlichkeitstheorie verw. Gebiete 8, 19–40 (1967)Google Scholar
- 6.Jamison, B.: A Result in Doeblin's Theory of Markov Chains implied by Suslin's Conjecture. Z. Wahrscheinlichkeitstheorie verw. Gebiete 24, 287–293 (1972)Google Scholar
- 7.Kelley, J.L.: General Topology. New York: Van Nostrand 1955Google Scholar
- 8.Orey, S.: Limit Theorems for Markov chain Transition Probabilities. Math. Studies 34. London: Van Nostrand Reinhold 1971Google Scholar
- 9.Rubin, J.: Set Theory for the Mathematician. San Francisco: Holden-Day 1967Google Scholar