English

Limit theorems under heavy-tailed scenario in the age dependent random connection models

Probability 2024-09-10 v1

Abstract

This paper considers limit theorems associated with subgraph counts in the age-dependent random connection model. First, we identify regimes where the count of sub-trees converges weakly to a stable random variable under suitable assumptions on the shape of trees. The proof relies on an intermediate result on weak convergence of associated point processes towards a Poisson point process. Additionally, we prove the same type of results for the clique counts. Here, a crucial ingredient includes the expectation asymptotics for clique counts, which itself is a result of independent interest.

Keywords

Cite

@article{arxiv.2409.05226,
  title  = {Limit theorems under heavy-tailed scenario in the age dependent random connection models},
  author = {Christian Hirsch and Takashi Owada},
  journal= {arXiv preprint arXiv:2409.05226},
  year   = {2024}
}

Comments

36 pages, 5 figures

R2 v1 2026-06-28T18:37:55.942Z