Multiplicative ergodicity and large deviations for an irreducible Markov chain

Citation
S. Balaji et Sp. Meyn, Multiplicative ergodicity and large deviations for an irreducible Markov chain, STOCH PR AP, 90(1), 2000, pp. 123-144
Citations number
18
Categorie Soggetti
Mathematics
Journal title
STOCHASTIC PROCESSES AND THEIR APPLICATIONS
ISSN journal
03044149 → ACNP
Volume
90
Issue
1
Year of publication
2000
Pages
123 - 144
Database
ISI
SICI code
0304-4149(200011)90:1<123:MEALDF>2.0.ZU;2-U
Abstract
The paper examines multiplicative ergodic theorems and the related multipli cative Poisson equation for an irreducible Markov chain on a countable stat e space. The partial products are considered for a real-valued function on the state space. If the function of interest satisfies a monotone condition , or is dominated by such a function, then. (i) The mean normalized products converge geometrically quickly to a finite limiting value. (ii) The multiplicative Poisson equation admits a solution. (iii) Large deviation bounds are obtainable for the empirical measures. (C) 2000 Elsevier Science B.V. All rights reserved.