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Uniform in time propagation of chaos for a Moran model

Cloez, Bertrand; Corujo, Josué (2022), Uniform in time propagation of chaos for a Moran model, Stochastic Processes and their Applications, 154, p. 251-285. 10.1016/j.spa.2022.09.006

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Type
Article accepté pour publication ou publié
Date
2022
Journal name
Stochastic Processes and their Applications
Volume
154
Publisher
Elsevier
Pages
251-285
Publication identifier
10.1016/j.spa.2022.09.006
Metadata
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Author(s)
Cloez, Bertrand
Mathématiques, Informatique et STatistique pour l'Environnement et l'Agronomie [MISTEA]
Corujo, Josué cc
CEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
Abstract (EN)
This article studies the limit of the empirical distribution induced by a mutation-selection multi-allelic Moran model. Our results include a uniform in time bound for the propagation of chaos in Lp of order N−−√, and the proof of the asymptotic normality with zero mean and explicit variance, when the number of individuals tend towards infinity, for the approximation error between the empirical distribution and its limit. Additionally, we explore the interpretation of this Moran model as a particle process whose empirical probability measure approximates a quasi-stationary distribution, in the same spirit as the Fleming\,--\,Viot particle systems.
Subjects / Keywords
Multi-allelic Moran model; Feynman–Kac formulae; Propagation of chaos; Quasi-stationary distribution; Fleming–Viot particle system; Asymptotic normality

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