Stable graphs: distributions and line-breaking construction
Abstract
For , the -stable graph arises as the universal scaling limit of critical random graphs with i.i.d. degrees having a given -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 -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 -tree, which is a biased version of the -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 -stable graph as a collection of -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.
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}
}