ORTHOGONAL MEASURES AND ABSORBING SETS FOR MARKOV-CHAINS

Citation
Pd. Chen et Rl. Tweedie, ORTHOGONAL MEASURES AND ABSORBING SETS FOR MARKOV-CHAINS, Mathematical proceedings of the Cambridge Philosophical Society, 121, 1997, pp. 101-113
Citations number
12
Categorie Soggetti
Mathematics, General",Mathematics
ISSN journal
03050041
Volume
121
Year of publication
1997
Part
1
Pages
101 - 113
Database
ISI
SICI code
0305-0041(1997)121:<101:OMAASF>2.0.ZU;2-E
Abstract
For a general state space Markov chain on a space (X, B(X)), the exist ence of a Doeblin decomposition, implying the state space can be writt en 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 ab sorbing sets. These include (M) there exists a finite measure which gi ves positive mass to each absorbing subset of X; (G) there exists no u ncountable collection of points (x(alpha)) such that the measures K-th eta(x(alpha), (.)):=(1.-theta)Sigma P-n(x(alpha),(.)) theta(n), are mu tually singular; (C) there is no uncountable disjoint class of absorbi ng subsets of X. We prove that if B(X) is countably generated and sepa rated (distinct elements in X can be separated by disjoint measurable sets), then these conditions are equivalent. Other results on the stru cture of absorbing sets are also developed.