Central Limit Theorem for stationary Fleming--Viot particle systems in finite spaces
Abstract
We consider the Fleming--Viot particle system associated with a continuous-time Markov chain in a finite space. Assuming irreducibility, it is known that the particle system possesses a unique stationary distribution, under which its empirical measure converges to the quasistationary distribution of the Markov chain. We complement this Law of Large Numbers with a Central Limit Theorem. Our proof essentially relies on elementary computations on the infinitesimal generator of the Fleming--Viot particle system, and involves the so-called -return process in the expression of the asymptotic variance. Our work can be seen as an infinite-time version, in the setting of finite space Markov chains, of results by Del Moral and Miclo [ESAIM: Probab. Statist., 2003] and C{\'e}rou, Delyon, Guyader and Rousset [arXiv:1611.00515, arXiv:1709.06771].
Keywords
Cite
@article{arxiv.1806.04490,
title = {Central Limit Theorem for stationary Fleming--Viot particle systems in finite spaces},
author = {Tony Lelievre and Loucas Pillaud-Vivien and Julien Reygner},
journal= {arXiv preprint arXiv:1806.04490},
year = {2019}
}