English

Stable graphs: distributions and line-breaking construction

Probability 2020-07-09 v2

Abstract

For α(1,2]\alpha \in (1,2], the α\alpha-stable graph arises as the universal scaling limit of critical random graphs with i.i.d. degrees having a given α\alpha-dependent power-law tail behavior. It consists of a sequence of compact measured metric spaces (the limiting connected components), each of which is tree-like, in the sense that it consists of an R\mathbb R-tree with finitely many vertex-identifications (which create cycles). Indeed, given their masses and numbers of vertex-identifications, these components are independent and may be constructed from a spanning R\mathbb R-tree, which is a biased version of the α\alpha-stable tree, with a certain number of leaves glued along their paths to the root. In this paper we investigate the geometric properties of such a component with given mass and number of vertex-identifications. We (1) obtain the distribution of its kernel and more generally of its discrete finite-dimensional marginals; we will observe that these distributions are related to the distributions of some configuration models (2) determine the distribution of the α\alpha-stable graph as a collection of α\alpha-stable trees glued onto its kernel and (3) present a line-breaking construction, in the same spirit as Aldous' line-breaking construction of the Brownian continuum random tree.

Keywords

Cite

@article{arxiv.1811.06940,
  title  = {Stable graphs: distributions and line-breaking construction},
  author = {Christina Goldschmidt and Bénédicte Haas and Delphin Sénizergues},
  journal= {arXiv preprint arXiv:1811.06940},
  year   = {2020}
}
R2 v1 2026-06-23T05:18:28.821Z