ergm.graphlets-package: ergm.graphlets: A Package for ERG Modeling Based on Graphlet...

In ergm.graphlets: ERG Modeling Based on Graphlet Properties

Description

The ergm.graphlets package adds four new ERG modeling terms into the ergm package. The four modelling terms are:

1) graphletCount – Accounts for the number of graphlets in the network

2) grorbitCov – Accounts for the link between graphlet degrees of different orbits and the numerical node attributes.

3) grorbitFactor – Accounts for the link between graphlet degrees of different orbits and the categorical node attributes.

4) grorbitDist – Accounts for the graphlet degree distributions of 2- to 4-node graphlet orbits.

The ergm.graphlets package is open-source and released under GPL-2 licence. When publishing results obtained using this package the original authors are to be cited as:

Omer N. Yaveroglu, Sean M. Fitzhugh, Maciej Kurant, Athina Markopoulou, Carter T. Butts, Natasa Przulj. 2013 ergm.graphlets: A Package for ERG Modeling Based on Graphlet Statistics
http://CRAN.R-project.org/package=ergm.graphlets.

We have invested a lot of time and effort in developing the ergm.graphlets package. Please cite it in all papers where it is used.

For complete citation information, use
citation(package="ergm.graphlets").

References

Yaveroglu ON, Fitzhugh SM, Kurant M, Markopoulou A, Butts CT, Przulj N (2015). ergm.graphlets: A Package for ERG Modeling Based on Graphlet Properties, Journal of Statistical Software 65(12), 1-29, URL http://www.jstatsoft.org/v65/i12/.

See Also

statnet, network, ergm, ergm-terms

ergm.graphlets documentation built on May 29, 2017, 4:09 p.m.