Beta-coalescents and continuous stable random trees

被引:60
作者
Berestycki, Julien
Berestycki, Nathanaeel
Schweinsberg, Jason
机构
[1] Univ Aix Marseille 1, Lab Anal Topol Probabil, Ctr Math & Informat, UMR 6632, F-13453 Marseille 13, France
[2] Univ Calif San Diego, Dept Math, La Jolla, CA 92093 USA
[3] Univ British Columbia, Vancouver, BC V6T 1Z2, Canada
关键词
coalescent with multiple collisions; stable continuous random trees; Galton-Watson processes; multifractal spectrum; frequency spectrum; lookdown construction; Levy processes;
D O I
10.1214/009117906000001114
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Coalescents with multiple collisions, also known as Lambda-coalescents, were introduced by Pitman and Sagitov in 1999. These processes describe the evolution of particles that undergo stochastic coagulation in such a way that several blocks can merge at the same time to form a single block. In the case that the measure A is the Beta(2-alpha, alpha) distribution, they are also known to describe the genealogies of large populations where a single individual can produce a large number of offspring. Here, we use a recent result of Birkner et al. to prove that Beta-coalescents can be embedded in continuous stable random trees, about which much is known due to the recent progress of Duquesne and Le Gall. Our proof is based on a construction of the Donnelly-Kurtz lookdown process using continuous random trees, which is of independent interest. This produces a number of results concerning the small-time behavior of Beta-coalescents. Most notably, we recover an almost sure limit theorem of the present authors for the number of blocks at small times and give the multifractal spectrum corresponding to the emergence of blocks with atypical size. Also, we are able to find exact asymptotics for sampling formulae corresponding to the site frequency spectrum and the allele frequency spectrum associated with mutations in the context of population genetics.
引用
收藏
页码:1835 / 1887
页数:53
相关论文
共 51 条
  • [11] Bertoin J, 2000, PROBAB THEORY REL, V117, P249
  • [12] Stochastic flows associated to coalescent processes II: Stochastic differential equations
    Bertoin, J
    Le Gall, JF
    [J]. ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2005, 41 (03): : 307 - 333
  • [13] Stochastic flows associated to coalescent processes
    Bertoin, J
    Le Gall, JF
    [J]. PROBABILITY THEORY AND RELATED FIELDS, 2003, 126 (02) : 261 - 288
  • [14] BERTOIN J., 1999, LECT NOTES MATH, V1717, P1
  • [15] Stochastic flows associated to coalescent processes III: Limit theorems
    Bertoin, Jean
    Le Gall, Jean-Francois
    [J]. ILLINOIS JOURNAL OF MATHEMATICS, 2006, 50 (01) : 147 - 181
  • [16] Alpha-stable branching and beta-coalescents
    Birkner, M
    Blath, J
    Capaldo, M
    Etheridge, A
    Möhle, M
    Schweinsberg, J
    Wakolbinger, A
    [J]. ELECTRONIC JOURNAL OF PROBABILITY, 2005, 10 : 303 - 325
  • [17] On Ruelle's probability cascades and an abstract cavity method
    Bolthausen, E
    Sznitman, AS
    [J]. COMMUNICATIONS IN MATHEMATICAL PHYSICS, 1998, 197 (02) : 247 - 276
  • [18] Donnelly P, 1999, ANN PROBAB, V27, P166
  • [19] Probabilistic and fractal aspects of Levy trees
    Duquesne, T
    Le Gall, JF
    [J]. PROBABILITY THEORY AND RELATED FIELDS, 2005, 131 (04) : 553 - 603
  • [20] Duquesne T, 2002, ASTERISQUE, pIII