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January 1, 2008Journal of Statistical Software953 citationsOpen Access

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

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MHMark S. HandcockDHDavid R. HunterCBCarter T. Butts

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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.

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Handcock et al. (2008) studied this question.

synapsesocial.com/papers/69d7d990319e71454dbedc5bhttps://doi.org/10.18637/jss.v024.i01
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