Taylor series expansions for stationary markov chains

Citation
Heidergott, Bernd et Hordijk, Arie, Taylor series expansions for stationary markov chains, Advances in applied probability , 35(2), 2003, pp. 1046-1070
ISSN journal
00018678
Volume
35
Issue
2
Year of publication
2003
Pages
1046 - 1070
Database
ACNP
SICI code
Abstract
We study Taylor series expansions of stationary characteristics of general-state-space Markov chains. The elements of the Taylor series are explicitly calculated and a lower bound for the radius of convergence of the Taylor series is established. The analysis provided in this paper applies to the case where the stationary characteristic is given through an unbounded sample performance function such as the second moment of the stationary waiting time in a queueing system.