Λ-Wright–Fisher processes with general selection and opposing environmental effects: Fixation and coexistence

Our results characterize the long-term behavior for a broad class of Λ-Wright–Fisher processes (on [0,1]) with frequency-dependent and environmental selection. In particular, we reveal a rich variety of parameter-dependent behaviors and provide explicit criteria to discriminate between them. That includes the situation in which both boundary points, 0 and 1, are repelling—a new phenomenon in this context. This has significant biological implications, because it means that selection alone can maintain genetic variation, that is, coexistence. If a boundary point is attractive, we derive polynomial/exponential decay rates for the probability of not being polynomially/exponentially close to that boundary, depending on some weak/strong integrability conditions. Moreover, we provide a handy representation of the fixation probability. In our proofs we make use of Siegmund duality. The dual process can be sandwiched near the boundaries in-between transformed Lévy processes. In this way we relate the boundary behavior of the dual process to fluctuation properties of these Lévy processes and shed new light on previously established conditions for attractive/repelling boundary points. Our method allows us to treat models that so far could not be analyzed by means of moment or Bernstein duality. This closes an existing gap in the literature.

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Publication Details

Journal
The Annals of Applied Probability
Published
2025-02-01
DOI
https://doi.org/10.1214/24-aap2117
Citations
1
Primary Topic
Stochastic processes and statistical mechanics
Type
article
Field-Weighted Citation Impact
3.69
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article

Λ-Wright–Fisher processes with general selection and opposing environmental effects: Fixation and coexistence

Fernando Cordero, Grégoire Véchambre, Sebastian Hummel
1 citations
The Annals of Applied Probability
Stochastic processes and statistical mechanics
3.69
article

Λ-Wright–Fisher processes with general selection and opposing environmental effects: Fixation and coexistence

Fernando Cordero, Grégoire Véchambre, Sebastian Hummel
article en
1 citations

Abstract

Our results characterize the long-term behavior for a broad class of Λ-Wright–Fisher processes (on [0,1]) with frequency-dependent and environmental selection. In particular, we reveal a rich variety of parameter-dependent behaviors and provide explicit criteria to discriminate between them. That includes the situation in which both boundary points, 0 and 1, are repelling—a new phenomenon in this context. This has significant biological implications, because it means that selection alone can maintain genetic variation, that is, coexistence. If a boundary point is attractive, we derive polynomial/exponential decay rates for the probability of not being polynomially/exponentially close to that boundary, depending on some weak/strong integrability conditions. Moreover, we provide a handy representation of the fixation probability. In our proofs we make use of Siegmund duality. The dual process can be sandwiched near the boundaries in-between transformed Lévy processes. In this way we relate the boundary behavior of the dual process to fluctuation properties of these Lévy processes and shed new light on previously established conditions for attractive/repelling boundary points. Our method allows us to treat models that so far could not be analyzed by means of moment or Bernstein duality. This closes an existing gap in the literature.

The Annals of Applied ProbabilityVol. 35(1)
Chinese Academy of Sciences (CN), Bielefeld University (DE), Academy of Mathematics and Systems Science (CN), University of California, Berkeley (US)
Life in Land
Openalex Percentile: Top 13%
Stochastic processes and statistical mechanics
3.69
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Λ-Wright–Fisher processes with general selection and opposing environmental effects: Fixation and coexistence — Fernando Cordero, Grégoire Véchambre, et al. · The Annals of Applied Probability (2025) | TGRS Research Map | TGRS