@inproceedings{Olhede2012DegreebasedNM, title={Degree-based network models}, author={Sofia C. Olhede and Patrick J. Wolfe}, year={2012} }

- Published 2012

We derive the sampling properties of random networks based on weights whose pairwise products parameterize independent Bernoulli trials. This enables an understanding of many degree-based network models, in which the structure of realized networks is governed by properties of their degree sequences. We provide exact results and large-sample approximations for power-law networks and other more general forms. This enables us to quantify sampling variability both within and across network… CONTINUE READING