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On the block size spectrum of the multiplicative Beta coalescent

Authors :
Alberti, Frederic
Boenkost, Florin
Cordero, Fernando
Publication Year :
2024

Abstract

In this work we introduce the dynamic $\Lambda$-random graph and the associated multiplicative $\Lambda$-coalescent. The dynamic $\Lambda$-random graph is an exchangeable and consistent random graph process, inspired by the classical $\Lambda$-coalescent studied in mathematical population genetics. Our main concern is the multiplicative $\Lambda$-coalescent, which accounts for the connected components (blocks) of the graph. This process is exchangeable but not consistent. We focus on the case where $\Lambda$ is the beta measure and prove a dynamic law of large numbers for the block size spectrum, which tracks the numbers of blocks containing $1,...,d$ elements. On top of that, we provide a functional limit theorem for the fluctuations around its deterministic trajectory. The limit process satisfies a stochastic differential equation of Ornstein-Uhlenbeck type.<br />Comment: 20 pages, 2 figures

Subjects

Subjects :
Mathematics - Probability

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2406.08972
Document Type :
Working Paper