English

The hydrodynamic limit of beta coalescents that come down from infinity

Probability 2017-05-15 v2

Abstract

We quantify the manner in which the beta coalescent Π={Π(t),t0},\Pi=\{ \Pi(t), t\geq 0\}, with parameters a(0,1),a\in (0, 1), b>0,b>0, comes down from infinity. Approximating Π\Pi by its restriction Πn\Pi^n to [n]={1,,n},[n]\:= \{1, \ldots, n\}, the suitably rescaled block counting process n1#Πn(tna1)n^{-1}\#\Pi^n(tn^{a-1}) has a deterministic limit, c(t)c(t), as n.n\to\infty. An explicit formula for c(t)c(t) is provided in Theorem 1. The block size spectrum (c1Πn(t),,cnΠn(t)),(\mathfrak{c}_{1}\Pi^n(t), \ldots, \mathfrak{c}_{n}\Pi^n(t)), where ciΠn(t)\mathfrak{c}_{i}\Pi^n(t) counts the number of blocks of size ii in Πn(t),\Pi^n(t), captures more refined information about the coalescent tree corresponding to Π\Pi. Using the corresponding rescaling, the block size spectrum also converges to a deterministic limit as n.n\to\infty. This limit is characterized by a system of ordinary differential equations whose iith solution is a complete Bell polynomial, depending only on c(t)c(t) and a,a, that we work out explicitly, see Corollary 1.

Keywords

Cite

@article{arxiv.1611.06280,
  title  = {The hydrodynamic limit of beta coalescents that come down from infinity},
  author = {Luke Miller and Helmut H. Pitters},
  journal= {arXiv preprint arXiv:1611.06280},
  year   = {2017}
}