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The ancestral selection graph for a Λ-asymmetric Moran model

  • Motivated by the question of the impact of selective advantage in populations with skewed reproduction mechanims, we study a Moran model with selection. We assume that there are two types of individuals, where the reproductive success of one type is larger than the other. The higher reproductive success may stem from either more frequent reproduction, or from larger numbers of offspring, and is encoded in a measure Λ for each of the two types. Our approach consists of constructing a Λ-asymmetric Moran model in which individuals of the two populations compete, rather than considering a Moran model for each population. Under certain conditions, that we call the ``partial order of adaptation'', we can couple these measures. This allows us to construct the central object of this paper, the Λ−asymmetric ancestral selection graph, leading to a pathwise duality of the forward in time Λ-asymmetric Moran model with its ancestral process. Interestingly, the construction also provides a connection to the theory of optimal transport. We apply the ancestral selection graph in order to obtain scaling limits of the forward and backward processes, and note that the frequency process converges to the solution of an SDE with discontinous paths. Finally, we derive a Griffiths representation for the generator of the SDE and use it to find a semi-explicit formula for the probability of fixation of the less beneficial of the two types.

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Metadaten
Verfasserangaben:Adrián González Casanova SoberónORCiDGND, Noemi KurtGND, José Luis PérezGND
URN:urn:nbn:de:hebis:30:3-834800
URL:https://arxiv.org/abs/2306.00130v1
DOI:https://doi.org/10.48550/arXiv.2306.00130
Titel des übergeordneten Werkes (Deutsch):arXiv
Verlag:arXiv
Dokumentart:Preprint
Sprache:Englisch
Datum der Veröffentlichung (online):31.05.2023
Datum der Erstveröffentlichung:31.05.2023
Veröffentlichende Institution:Universitätsbibliothek Johann Christian Senckenberg
Datum der Freischaltung:26.03.2024
Freies Schlagwort / Tag:Moran model; ancestral selection graph; duality; fixation probability; optimal transport; Λ−coalescent
Ausgabe / Heft:2306.00130 Version 1
Auflage:Version 1
Seitenzahl:26
HeBIS-PPN:516923072
Institute:Informatik und Mathematik / Mathematik
DDC-Klassifikation:5 Naturwissenschaften und Mathematik / 51 Mathematik / 510 Mathematik
MSC-Klassifikation:60-XX PROBABILITY THEORY AND STOCHASTIC PROCESSES (For additional applications, see 11Kxx, 62-XX, 90-XX, 91-XX, 92-XX, 93-XX, 94-XX) / 60Jxx Markov processes / 60J90
60-XX PROBABILITY THEORY AND STOCHASTIC PROCESSES (For additional applications, see 11Kxx, 62-XX, 90-XX, 91-XX, 92-XX, 93-XX, 94-XX) / 60Jxx Markov processes / 60J28 Applications of continuous-time Markov processes on discrete state spaces
92-XX BIOLOGY AND OTHER NATURAL SCIENCES / 92Dxx Genetics and population dynamics / 92D15 Problems related to evolution
Sammlungen:Universitätspublikationen
Lizenz (Deutsch):License LogoCreative Commons - Namensnennung 4.0