Abstract

We study a family of coalescent processes that undergo ``simultaneous multiple collisions,'' meaning that many clusters of particles can merge into a single cluster at one time, and many such mergers can occur simultaneously. This family of processes, which we obtain from simple assumptions about the rates of different types of mergers, essentially coincides with a family of processes that Mohle and Sagitov obtain as a limit of scaled ancestral processes in a population model with exchangeable family sizes. We characterize the possible merger rates in terms of a single measure, show how these coalescents can be constructed from a Poisson process, and discuss some basic properties of these processes. This work generalizes some work of Pitman, who provides similar analysis for a family of coalescent processes in which many clusters can coalesce into a single cluster, but almost surely no two such mergers occur simultaneously.

Highlights

  • We study a family of coalescent processes that undergo “simultaneous multiple collisions,” meaning that many clusters of particles can merge into a single cluster at one time, and many such mergers can occur simultaneously

  • These processes were previously introduced in [13] by Mohle and Sagitov, who obtained them by taking limits of scaled ancestral processes in a population model with exchangeable family sizes

  • We summarize the results needed to establish the two characterizations of the coalescents with simultaneous multiple collisions, one involving a single measure Ξ and the other involving a sequence of measures (Fr)∞ r=1

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Summary

Introduction

We study a family of coalescent processes that undergo “simultaneous multiple collisions,” meaning that many clusters of particles can merge into a single cluster at one time, and many such mergers can occur simultaneously. In [13], Mohle and Sagitov generalize the proofs in [12] and obtain coalescents with simultaneous multiple collisions as limits of ancestral processes in a haploid population model. Mohle and Sagitov leave open the question of whether every possible coalescent with simultaneous multiple collisions can be obtained as a limit of ancestral processes in their population model. They do not discuss the questions of which sequences of measures (Fr)∞ r=1 satisfying conditions A1, A2, and A3 of Proposition 1 are associated with coalescent processes in the manner described above, and whether there is a natural probabilistic interpretation of the measures Fr, aside from the interpretation of their moments as collision rates.

Summary of results characterizing the coalescents
The Poisson process construction
Preliminary Lemmas
Proof of Theorem 2
Proofs of Propositions 4 and 6
Proof of Proposition 7
Further properties of the Ξ-coalescent
Regularity Properties of the Ξ-coalescent
Some Formulas
Jump-hold coalescents
Proper Frequencies
Coming down from infinity
The discrete-time Ξ-coalescent
Full Text
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