<p>Distributions of closed triples corresponding to (a) , (b) , (c) , and (d) loops in the Epinions social network (black squares) and in the simulated network based on the model (red circles). Analytic treatment (see <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0050702#pone.0050702.e337" target="_blank">Eqs. (30)</a> and <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0050702#pone.0050702.e352" target="_blank">(31)</a>) suggests a scaling behavior with an exponent , as shown by the dash lines. Data points are averages over the logarithmic bins of the , , and , respectively.</p
Exponential-family random graph models (ERGMs) provide a principled way to model and simulate featur...
<p>For small the heterogeneity of scale-free networks results in a pronounced tail at higher number...
A general approach to exploratory analysis and modeling of network data is to investigate dyad distr...
<p>Results for the mean number of closed triples corresponding to (a) , (b) , (c) , and (d) loops f...
<p>Results for the mean number of closed triples corresponding to (a) , (b) , (c) , and (d) loops f...
<p>Results of the Epinions social network (black squares) and simulation results (red circles) based...
<p>Results of the Epinions social network (black squares) and simulation results (red circles) based...
<p>(a) ER graphs with <i>z</i> = 10 and <i>N</i> = 10<sup>4</sup>; (b) SF networks with <i>z</i> = 1...
Social networks exhibit scaling-laws for several structural characteristics, such as the degree dist...
<p>The networks are the same as in <a href="http://www.plosone.org/article/info:doi/10.1371/journal....
<p>Results of the Epinions social network (black squares) and simulation results (red circles) based...
The new higher order specifications for exponential random graph models introduced by Snijders, Patt...
<p><i>S</i> is the fraction of vertices in the largest connected component. <i>d</i> is the average ...
<p>The average size and frequency of global cascades in simulations are shown by red circles and blu...
<p>Results of degree correlations as measured by four quantities corresponding to the average neares...
Exponential-family random graph models (ERGMs) provide a principled way to model and simulate featur...
<p>For small the heterogeneity of scale-free networks results in a pronounced tail at higher number...
A general approach to exploratory analysis and modeling of network data is to investigate dyad distr...
<p>Results for the mean number of closed triples corresponding to (a) , (b) , (c) , and (d) loops f...
<p>Results for the mean number of closed triples corresponding to (a) , (b) , (c) , and (d) loops f...
<p>Results of the Epinions social network (black squares) and simulation results (red circles) based...
<p>Results of the Epinions social network (black squares) and simulation results (red circles) based...
<p>(a) ER graphs with <i>z</i> = 10 and <i>N</i> = 10<sup>4</sup>; (b) SF networks with <i>z</i> = 1...
Social networks exhibit scaling-laws for several structural characteristics, such as the degree dist...
<p>The networks are the same as in <a href="http://www.plosone.org/article/info:doi/10.1371/journal....
<p>Results of the Epinions social network (black squares) and simulation results (red circles) based...
The new higher order specifications for exponential random graph models introduced by Snijders, Patt...
<p><i>S</i> is the fraction of vertices in the largest connected component. <i>d</i> is the average ...
<p>The average size and frequency of global cascades in simulations are shown by red circles and blu...
<p>Results of degree correlations as measured by four quantities corresponding to the average neares...
Exponential-family random graph models (ERGMs) provide a principled way to model and simulate featur...
<p>For small the heterogeneity of scale-free networks results in a pronounced tail at higher number...
A general approach to exploratory analysis and modeling of network data is to investigate dyad distr...