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Splitting trees with neutral Poissonian mutations I: Small families
Authors:Nicolas Champagnat  Amaury Lambert
Institution:
  • a TOSCA project-team, INRIA Nancy-Grand Est, IECN-UMR 7502, Nancy-Université, Campus scientifique, B.P. 70239, 54506 Vandœuvre-lès-Nancy Cedex, France
  • b Laboratoire de Probabilités et Modèles Aléatoires, UMR 7599 CNRS and UPMC Univ Paris 06, Case courrier 188, 4 Place Jussieu, F-75252 Paris Cedex 05, France
  • Abstract:We consider a neutral dynamical model of biological diversity, where individuals live and reproduce independently. They have i.i.d. lifetime durations (which are not necessarily exponentially distributed) and give birth (singly) at constant rate b. Such a genealogical tree is usually called a splitting tree 9], and the population counting process (Nt;t≥0) is a homogeneous, binary Crump-Mode-Jagers process.We assume that individuals independently experience mutations at constant rate θ during their lifetimes, under the infinite-alleles assumption: each mutation instantaneously confers a brand new type, called an allele, to its carrier. We are interested in the allele frequency spectrum at time t, i.e., the number A(t) of distinct alleles represented in the population at time t, and more specifically, the numbers A(k,t) of alleles represented by k individuals at time t, k=1,2,…,Nt.We mainly use two classes of tools: coalescent point processes, as defined in 15], and branching processes counted by random characteristics, as defined in 11] and 13]. We provide explicit formulae for the expectation of A(k,t) conditional on population size in a coalescent point process, which apply to the special case of splitting trees. We separately derive the a.s. limits of A(k,t)/Nt and of A(t)/Nt thanks to random characteristics, in the same vein as in 19].Last, we separately compute the expected homozygosity by applying a method introduced in 14], characterizing the dynamics of the tree distribution as the origination time of the tree moves back in time, in the spirit of backward Kolmogorov equations.
    Keywords:primary  60J80  secondary  92D10  60J85  60G51  60G55  60J10  60K15
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