Limit theorems for additive functionals of a Markov chain

Citation
Jara, Milton et al., Limit theorems for additive functionals of a Markov chain, Annals of applied probability , 19(6), 2009, pp. 2270-2300
ISSN journal
10505164
Volume
19
Issue
6
Year of publication
2009
Pages
2270 - 2300
Database
ACNP
SICI code
Abstract
Consider a Markov chain {Xn}n.0 with an ergodic probability measure .. Let . be a function on the state space of the chain, with .-tails with respect to ., ..(0, 2). We find sufficient conditions on the probability transition to prove convergence in law of N1/..nN.(Xn) to an .-stable law. A .martingale approximation. approach and a .coupling. approach give two different sets of conditions. We extend these results to continuous time Markov jump processes Xt, whose skeleton chain satisfies our assumptions. If waiting times between jumps have finite expectation, we prove convergence of N.1/..0NtV(Xs).ds to a stable process. The result is applied to show that an appropriately scaled limit of solutions of a linear Boltzman equation is a solution of the fractional diffusion equation.