Approximation of Subgraph Counts in the Uniform Attachment Model
Probability
2024-12-11 v1
Abstract
We use Stein's method to obtain distributional approximations of subgraph counts in the uniform attachment model or random directed acyclic graph; we provide also estimates of rates of convergence. In particular, we give uni- and multi-variate Poisson approximations to the counts of cycles, and normal approximations to the counts of unicyclic subgraphs; we also give a partial result for the counts of trees. We further find a class of multicyclic graphs whose subgraph counts are a.s. bounded as .
Cite
@article{arxiv.2311.04184,
title = {Approximation of Subgraph Counts in the Uniform Attachment Model},
author = {Johan Björklund and Cecilia Holmgren and Svante Janson and Tiffany Y. Y. Lo},
journal= {arXiv preprint arXiv:2311.04184},
year = {2024}
}
Comments
25 pages, 4 figures