TY - JOUR
T1 - Universality classes for the coalescent structure of heavy-tailed Galton-Watson trees
AU - Harris, Simon
AU - Johnston, Samuel G.G.
AU - Pardo, Juan Carlos
N1 - Publisher Copyright:
© Institute of Mathematical Statistics, 2024. All Rights Reserved.
PY - 2024/3/12
Y1 - 2024/3/12
N2 - Consider a population evolving as a critical continuous-time Galton-Watson (GW) tree. Conditional on the population surviving until a large time T, sample k individuals uniformly at random (without replacement) from amongst those alive at time T. What is the genealogy of this sample of individuals? In cases where the offspring distribution has finite variance, the probabilistic properties of the joint ancestry of these k particles are well understood, as seen in (Ann. Appl. Probab. 30 (2020) 1368-1414; Electron. J. Probab. 24 (2019) 1-35). In the present article, we study the joint ancestry of a sample of k particles under the following regime: the offspring distribution has mean 1 (critical) and the tails of the offspring distribution are heavy in that α (1, 2] is the supremum over indices β such that the β th moment is finite. We show that for each α, after rescaling time by 1 /T, there is a universal stochastic process describing the joint coalescent structure of the k distinct particles. The special case α = 2 generalises the known case of sampling from critical GW trees with finite variance where only pairwise mergers are observed and the genealogical tree is, roughly speaking, some kind of mixture of time-changed Kingman coalescents. The cases α $$ (1, 2) introduce new universal limiting partition-valued stochastic processes with interesting probabilistic structures, which, in particular, have representations connected to the Lauricella function and the Dirichlet distribution and whose coalescent structures exhibit multiple-mergers of family lines. Moreover, in the case α $$ (1, 2), we show that the coalescent events of the ancestry of the k particles are associated with birth events that produce giant numbers of offspring of the same order of magnitude as the entire population size, and we compute the joint law of the ancestry together with the sizes of these giant births.
AB - Consider a population evolving as a critical continuous-time Galton-Watson (GW) tree. Conditional on the population surviving until a large time T, sample k individuals uniformly at random (without replacement) from amongst those alive at time T. What is the genealogy of this sample of individuals? In cases where the offspring distribution has finite variance, the probabilistic properties of the joint ancestry of these k particles are well understood, as seen in (Ann. Appl. Probab. 30 (2020) 1368-1414; Electron. J. Probab. 24 (2019) 1-35). In the present article, we study the joint ancestry of a sample of k particles under the following regime: the offspring distribution has mean 1 (critical) and the tails of the offspring distribution are heavy in that α (1, 2] is the supremum over indices β such that the β th moment is finite. We show that for each α, after rescaling time by 1 /T, there is a universal stochastic process describing the joint coalescent structure of the k distinct particles. The special case α = 2 generalises the known case of sampling from critical GW trees with finite variance where only pairwise mergers are observed and the genealogical tree is, roughly speaking, some kind of mixture of time-changed Kingman coalescents. The cases α $$ (1, 2) introduce new universal limiting partition-valued stochastic processes with interesting probabilistic structures, which, in particular, have representations connected to the Lauricella function and the Dirichlet distribution and whose coalescent structures exhibit multiple-mergers of family lines. Moreover, in the case α $$ (1, 2), we show that the coalescent events of the ancestry of the k particles are associated with birth events that produce giant numbers of offspring of the same order of magnitude as the entire population size, and we compute the joint law of the ancestry together with the sizes of these giant births.
KW - coalescent process
KW - Galton-Watson tree
KW - genealogy
KW - regularly varying functions
KW - spines
UR - http://www.scopus.com/inward/record.url?scp=85188418865&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:85188418865
SN - 0091-1798
VL - 52
SP - 387
EP - 433
JO - ANNALS OF PROBABILITY
JF - ANNALS OF PROBABILITY
IS - 2
ER -