Locally contracting iterated functions and stability of Markov chains

Citation
Sf. Jarner et Rl. Tweedie, Locally contracting iterated functions and stability of Markov chains, J APPL PROB, 38(2), 2001, pp. 494-507
Citations number
14
Categorie Soggetti
Mathematics
Journal title
JOURNAL OF APPLIED PROBABILITY
ISSN journal
00219002 → ACNP
Volume
38
Issue
2
Year of publication
2001
Pages
494 - 507
Database
ISI
SICI code
0021-9002(200106)38:2<494:LCIFAS>2.0.ZU;2-#
Abstract
We consider Markov chains in the context of iterated random functions and s how the existence and uniqueness of an invariant distribution under a local contraction condition combined with a drift condition, extending results o f Diaconis and Freedman. From these we deduce various other topological sta bility properties of the chains. Our conditions are typically satisfied by, for example, queueing and storage models where the global Lipschitz condit ion used by Diaconis and Freedman normally fails.