Taylor series expansions for stationary Markov chains

被引:50
|
作者
Heidergott, B
Hordijk, A
机构
[1] Vrije Univ Amsterdam, Dept Econ, NL-1081 HV Amsterdam, Netherlands
[2] Leiden Univ, Inst Math, NL-2300 RA Leiden, Netherlands
关键词
Markov chain; Taylor series; measure-valued differentiation; deviation matrix;
D O I
10.1239/aap/1067436334
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
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.
引用
收藏
页码:1046 / 1070
页数:25
相关论文
共 50 条