Size-biased diffusion limits and the inclusion process

被引:1
|
作者
Chleboun, Paul [1 ]
Gabriel, Simon [2 ]
Grosskinsky, Stefan [3 ]
机构
[1] Univ Warwick, Dept Stat, Coventry CV4 7AL, England
[2] Univ Munster, Inst Anal & Numer, D-48149 Munster, Germany
[3] Univ Augsburg, Inst Math, D-86135 Augsburg, Germany
来源
基金
英国工程与自然科学研究理事会;
关键词
inclusion process; condensation; Poisson; -Dirichlet; infinitely; -many; -neutral; -alleles; INFINITE-DIMENSIONAL DIFFUSIONS; FLEMING-VIOT PROCESSES; POISSON-DIRICHLET LAW; ZERO-RANGE PROCESS; 2-PARAMETER; CONDENSATION; MODELS;
D O I
10.1214/24-EJP1119
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
We consider the inclusion process on the complete graph with vanishing diffusivity, which leads to condensation of particles in the thermodynamic limit. Describing particle configurations in terms of size -biased and appropriately scaled empirical measures of mass distribution, we establish convergence in law of the inclusion process to a measure -valued Markov process on the space of probability measures. In the case where the diffusivity vanishes like the inverse of the system size, the derived scaling limit is equivalent to the well known Poisson -Dirichlet diffusion, offering an alternative viewpoint on these well -established dynamics. Moreover, our novel size -biased approach provides a robust description of the dynamics, which covers all scaling regimes of the system parameters and yields a natural extension of the PoissonDirichlet diffusion to infinite mutation rate. We also discuss in detail connections to known results on related Fleming-Viot processes.
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页数:36
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