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The infinitesimal model of phenotypic evolution - a microscopic approach

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Authors : Véber, Amandine (Author of the conference)
CIRM (Publisher )

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Abstract : In the infinitesimal model, one or several quantitative traits are described as the sum of a genetic and a non-genetic component, the first being distributed within families as a normal random variable centred at the average of the parental genetic components, and with a variance independent of the parental traits. The idea behind the normal distribution of the genetic component is that the genetic part of the trait of interest is the sum of the ‘infinitesimal' contributions of the allelic states at a very large number of loci. This model has been widely used in quantitative genetics, but less so in evolutionary biology and the precise conditionsunder which it holds has remained rather vague. In this talk, we shall provide a mathematical justification of the model as the limit as the number M of loci tends to infinity of a model with Mendelian inheritance, which includes different evolutionary processes (genetic drift, recombination, selection, mutation, population structure, ...). Generalisations of the simple version of the infinitesimal model presented here, as well as some applications, will be presented in the following talks by Nick Barton and Alison Etheridge.

Keywords : Infinitesimal model; generalised central limit theorem

MSC Codes :
60F05 - Central limit and other weak theorems
60K30 - Applications (congestion, allocation, storage, traffic, etc.), See also {90Bxx}
92D10 - Genetics

    Information on the Video

    Film maker : Hennenfent, Guillaume
    Language : English
    Available date : 02/03/2020
    Conference Date : 10/02/2020
    Subseries : Research talks
    arXiv category : Probability
    Mathematical Area(s) : Probability & Statistics
    Format : MP4 (.mp4) - HD
    Video Time : 00:33:53
    Targeted Audience : Researchers
    Download : https://videos.cirm-math.fr/2020-02-10_Veber.mp4

Information on the Event

Event Title : Thematic Month Week 2: Mathematical Models in Evolutionary Biology / Mois thématique Semaine 2 : Modèles mathématiques en biologie de l'évolution
Event Organizers : Champagnat, Nicolas ; Coville, Jérôme ; Gomulkiewicz, Richard ; Hamel, Francois ; Roques, Lionel
Dates : 10/02/2020 - 14/02/2020
Event Year : 2020
Event URL : https://conferences.cirm-math.fr/2302.html

Citation Data

DOI : 10.24350/CIRM.V.19605303
Cite this video as: Véber, Amandine (2020). The infinitesimal model of phenotypic evolution - a microscopic approach. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.19605303
URI : http://dx.doi.org/10.24350/CIRM.V.19605303

See Also

Bibliography

  • BARTON, Nicholas H., ETHERIDGE, Alison M., et VÉBER, Amandine. The infinitesimal model: Definition, derivation, and implications. Theoretical population biology, 2017, vol. 118, p. 50-73. - https://doi.org/10.1016/j.tpb.2017.06.001



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