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.
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