statnet: Software Tools for the Representation, Visualization, Analysis and Simulation of Network Data

Mark S. Handcock, David R. Hunter, Carter T. Butts, Steven M. Goodreau and Martina Morris

Journal of Statistical Software, 2008, vol. 024, issue i01

Abstract: statnet is a suite of software packages for statistical network analysis. The packages implement recent advances in network modeling based on exponential-family random graph models (ERGM). The components of the package provide a comprehensive framework for ERGM-based network modeling, including tools for model estimation, model evaluation, model-based network simulation, and network visualization. This broad functionality is powered by a central Markov chain Monte Carlo (MCMC) algorithm. The coding is optimized for speed and robustness.

Date: 2008-05-05
References: Add references at CitEc
Citations: View citations in EconPapers (50)

Downloads: (external link)
https://www.jstatsoft.org/index.php/jss/article/view/v024i01/v24i01.pdf
https://www.jstatsoft.org/index.php/jss/article/do ... 1/statnet_2.1.tar.gz

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:jss:jstsof:v:024:i01

DOI: 10.18637/jss.v024.i01

Access Statistics for this article

Journal of Statistical Software is currently edited by Bettina Grün, Edzer Pebesma and Achim Zeileis

More articles in Journal of Statistical Software from Foundation for Open Access Statistics
Bibliographic data for series maintained by Christopher F. Baum ().