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Haldane’s formula in Cannings models: the case of moderately weak selection

  • We introduce a Cannings model with directional selection via a paintbox construction and establish a strong duality with the line counting process of a new Cannings ancestral selection graph in discrete time. This duality also yields a formula for the fixation probability of the beneficial type. Haldane’s formula states that for a single selectively advantageous individual in a population of haploid individuals of size N the probability of fixation is asymptotically (as N→∞) equal to the selective advantage of haploids sN divided by half of the offspring variance. For a class of offspring distributions within Kingman attraction we prove this asymptotics for sequences sN obeying N−1≪sN≪N−1/2, which is a regime of “moderately weak selection”. It turns out that for sN≪N−2/3 the Cannings ancestral selection graph is so close to the ancestral selection graph of a Moran model that a suitable coupling argument allows to play the problem back asymptotically to the fixation probability in the Moran model, which can be computed explicitly.

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Metadaten
Author:Florin BoenkostGND, Adrián González Casanova SoberónORCiDGND, Cornelia PokalyukGND, Anton WakolbingerGND
URN:urn:nbn:de:hebis:30:3-817481
DOI:https://doi.org/10.1214/20-EJP572
ISSN:1083-6489
Parent Title (English):Electronic journal of probability
Publisher:EMIS ELibEMS ; Univ. of Washington, Mathematics Dep.
Place of publication:[Madralin] ; Seattle, Wash.
Document Type:Article
Language:English
Date of Publication (online):2021/10/07
Date of first Publication:2021/01/07
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Release Date:2024/07/18
Tag:Cannings model; ancestral selection graph; directional selection; probability of fixation; sampling duality
Volume:26
Page Number:36
First Page:1
Last Page:36
Institutes:Informatik und Mathematik
Dewey Decimal Classification:5 Naturwissenschaften und Mathematik / 51 Mathematik / 510 Mathematik
MSC-Classification:60-XX PROBABILITY THEORY AND STOCHASTIC PROCESSES (For additional applications, see 11Kxx, 62-XX, 90-XX, 91-XX, 92-XX, 93-XX, 94-XX) / 60Fxx Limit theorems [See also 28Dxx, 60B12] / 60F05 Central limit and other weak theorems
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 / 60J10 Markov chains (discrete-time Markov processes on discrete state spaces)
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 / 60J80 Branching processes (Galton-Watson, birth-and-death, etc.)
92-XX BIOLOGY AND OTHER NATURAL SCIENCES / 92Dxx Genetics and population dynamics / 92D15 Problems related to evolution
92-XX BIOLOGY AND OTHER NATURAL SCIENCES / 92Dxx Genetics and population dynamics / 92D25 Population dynamics (general)
Sammlungen:Universitätspublikationen
Licence (German):License LogoCreative Commons - CC BY - Namensnennung 4.0 International