Orthogonal measures and absorbing sets for Markov chains
Published online by Cambridge University Press: 01 January 1997
Abstract
For a general state space Markov chain on a space (X, [Bscr ](X)), the existence of a Doeblin decomposition, implying the state space can be written as a countable union of absorbing ‘recurrent’ sets and a transient set, is known to be a consequence of several different conditions all implying in some way that there is not an uncountable collection of absorbing sets. These include
([Mscr ]) there exists a finite measure which gives positive mass to each absorbing subset of X;
([Gscr ]) there exists no uncountable collection of points (xα) such that the measures Kθ(xα, ·)[colone ](1−θ)ΣPn(xα, ·)θn are mutually singular;
([Cscr ]) there is no uncountable disjoint class of absorbing subsets of X.
We prove that if [Bscr ](X) is countably generated and separated (distinct elements in X can be separated by disjoint measurable sets), then these conditions are equivalent. Other results on the structure of absorbing sets are also developed.
- Type
- Research Article
- Information
- Mathematical Proceedings of the Cambridge Philosophical Society , Volume 121 , Issue 1 , January 1997 , pp. 101 - 113
- Copyright
- © Cambridge Philosophical Society 1997
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