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Stochastic measure-valued models for populations expanding in a continuum

Abstract : We model spatially expanding populations by means of two spatial Λ-Fleming Viot processes (or SLFVs) with selection: the k-parent SLFV and the ∞-parent SLFV. In order to do so, we fill empty areas with type 0 "ghost" individuals with a strong selective disadvantage against "real" type 1 individuals, quantified by a parameter k. The reproduction of ghost individuals is interpreted as local extinction events due to stochasticity in reproduction. When k → +∞, the limiting process, corresponding to the ∞-parent SLFV, is reminiscent of stochastic growth models from percolation theory, but is associated to tools making it possible to investigate the genetic diversity in a population sample. In this article, we provide a rigorous construction of the ∞-parent SLFV, and show that it corresponds to the limit of the k-parent SLFV when k → +∞. In order to do so, we introduce an alternative construction of the k-parent SLFV which allows us to couple SLFVs with different selection strengths and is of interest in its own right. We exhibit three different characterizations of the ∞-parent SLFV, which are valid under different settings and link together population genetics models and stochastic growth models.
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Preprints, Working Papers, ...
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https://hal-univ-paris.archives-ouvertes.fr/hal-03154662
Contributor : Apolline Louvet Connect in order to contact the contributor
Submitted on : Wednesday, May 4, 2022 - 1:13:22 PM
Last modification on : Friday, May 6, 2022 - 3:11:08 AM

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  • HAL Id : hal-03154662, version 2
  • ARXIV : 2103.02902

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Apolline Louvet. Stochastic measure-valued models for populations expanding in a continuum. 2022. ⟨hal-03154662v2⟩

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