English

Power laws in preferential attachment graphs and Stein's method for the negative binomial distribution

Probability 2012-08-09 v1

Abstract

For a family of linear preferential attachment graphs, we provide rates of convergence for the total variation distance between the degree of a randomly chosen vertex and an appropriate power law distribution as the number of vertices tends to infinity. Our proof uses a new formulation of Stein's method for the negative binomial distribution, which stems from a distributional transformation that has the negative binomial distributions as the only fixed points.

Keywords

Cite

@article{arxiv.1208.1558,
  title  = {Power laws in preferential attachment graphs and Stein's method for the negative binomial distribution},
  author = {Nathan Ross},
  journal= {arXiv preprint arXiv:1208.1558},
  year   = {2012}
}

Comments

25 pages

R2 v1 2026-06-21T21:47:41.296Z