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Power-laws and weak convergence of the Kingman coalescent

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Auteurs : Hult, Henrik (Auteur de la Conférence)
CIRM (Editeur )

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Résumé : The Kingman coalescent is a fundamental process in population genetics modelling the ancestry of a sample of individuals backwards in time. In this paper, weak convergence is proved for a sequence of Markov chains consisting of two components related to the Kingman coalescent, under a parent dependent d-alleles mutation scheme, as the sample size, grows to infinity. The first component is the normalised d-dimensional jump chain of the block counting processes of the Kingman coalescent. The second component is a d^2-dimensional process counting the number of mutations between types occurring in the Kingman coalescent. Time is scaled by the sample size. The limiting process consists of a deterministic d-dimensional component, describing the limit of the block counting jump chain, and d^2 independent Poisson processes with state-dependent intensities, exploding at the origin, describing the limit of the number of mutations. The weak convergence result is first proved, using a generator approach, in the setting of parent independent mutations. A change of measure argument is used to extend the weak convergence result to include parent dependent mutations.

Keywords : coalescent; weak convergence; parent dependent mutations; population genetics

Codes MSC :
60F05 - Central limit and other weak theorems
92D15 - Problems related to evolution
60J90 - Coalescent processes

    Informations sur la Vidéo

    Réalisateur : Hennenfent, Guillaume
    Langue : Anglais
    Date de publication : 25/07/2022
    Date de captation : 04/07/2022
    Sous collection : Research talks
    arXiv category : Probability
    Domaine : Probability & Statistics
    Format : MP4 (.mp4) - HD
    Durée : 00:59:56
    Audience : Researchers ; Graduate Students ; Doctoral Students, Post-Doctoral Students
    Download : https://videos.cirm-math.fr/2022-07-04_Hult.mp4

Informations sur la Rencontre

Nom de la rencontre : Heavy Tails, Long-Range Dependence, and Beyond / Queues lourdes, dépendance de long terme et  au-delà
Organisateurs de la rencontre : Biermé, Hermine ; Kulik, Rafal ; Mikosch, Thomas ; Wang, Yizao ; Wintenberger, Olivier
Dates : 04/07/2022 - 08/07/2022
Année de la rencontre : 2022
URL Congrès : https://conferences.cirm-math.fr/2633.html

Données de citation

DOI : 10.24350/CIRM.V.19937903
Citer cette vidéo: Hult, Henrik (2022). Power-laws and weak convergence of the Kingman coalescent. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.19937903
URI : http://dx.doi.org/10.24350/CIRM.V.19937903

Voir aussi

Bibliographie

  • FAVERO, Martina et HULT, Henrik. Asymptotic behaviour of sampling and transition probabilities in coalescent models under selection and parent dependent mutations. Electronic Communications in Probability, 2022, vol. 27, p. 1-13. - http://dx.doi.org/10.1214/22-ECP472

  • FAVERO, Martina et HULT, Henrik. Weak convergence of the scaled jump chain and number of mutations of the Kingman coalescent. arXiv preprint arXiv:2011.06908, 2020. - https://doi.org/10.48550/arXiv.2011.06908



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