artificial_networks: 200 Simulated Networks from Polylogarithmic Degree Distributions
Description
A list called "networks" containing 200 network objects of order 2000. These
networks were simulated using the polylogarithmic (aka Gutenberg-Richter law)
degree distribution (Newman et al., 2001; Newman, 2002) with parameters
$\delta = 0.1$ and $\lambda = 2$ as see in the following equations:
$$f(k) = k^{-{\delta}}e^{-{k/{\lambda}}}/Li_{\delta}(e^{-{1/\lambda}})$$
$$\sum_{j=1}^{\infty} z^{-j}/{j^{\delta}}$$
, where $\lambda > 0$. Please see refence below for details (Thompson p.8).References
Thompson, M. E., Ramirez Ramirez, L. L., Lyubchich, V. and
Gel, Y. R. (2015), Using the bootstrap for statistical inference
on random graphs. Can J Statistics. doi: 10.1002/cjs.11271