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.
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