Degree asymptotics with rates for preferential attachment random graphs

Citation
A. Peköz, Erol et al., Degree asymptotics with rates for preferential attachment random graphs, Annals of applied probability , 23(3), 2013, pp. 1188-1218
ISSN journal
10505164
Volume
23
Issue
3
Year of publication
2013
Pages
1188 - 1218
Database
ACNP
SICI code
Abstract
We provide optimal rates of convergence to the asymptotic distribution of the (properly scaled) degree of a fixed vertex in two preferential attachment random graph models. Our approach is to show that these distributions are unique fixed points of certain distributional transformations which allows us to obtain rates of convergence using a new variation of Stein.s method. Despite the large literature on these models, there is surprisingly little known about the limiting distributions so we also provide some properties and new representations, including an explicit expression for the densities in terms of the confluent hypergeometric function of the second kind.