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
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.