Ancestral processes with selection: Branching and Moran models

Volume 80 / 2008

Ellen Baake, Robert Bialowons Banach Center Publications 80 (2008), 33-52 MSC: Primary 92D15; Secondary 60J70. DOI: 10.4064/bc80-0-2

Abstract

We consider two versions of stochastic population models with mutation and selection. The first approach relies on a multitype branching process; here, individuals reproduce and change type (i.e., mutate) independently of each other, without restriction on population size. We analyse the equilibrium behaviour of this model, both in the forward and in the backward direction of time; the backward point of view emerges if the ancestry of individuals chosen randomly from the present population is traced back into the past. The second approach is the Moran model with selection. Here, the population has constant size $N$. Individuals reproduce (at rates depending on their types), the offspring inherits the parent's type, and replaces a randomly chosen individual (to keep population size constant). Independently of the reproduction process, individuals can change type. As in the branching model, we consider the ancestral lines of single individuals chosen from the equilibrium population. We use analytical results of Fearnhead (2002) to determine the explicit properties, and parameter dependence, of the ancestral distribution of types, and its relationship with the stationary distribution in forward time.

Authors

  • Ellen BaakeTechnische Fakultät
    Universität Bielefeld
    Postfach 100131
    33501 Bielefeld, Germany
    e-mail
  • Robert BialowonsInstitut für Mathematik und Informatik
    Universität Greifswald
    Jahnstr. 15a
    17487 Greifswald, Germany
    e-mail

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