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

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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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      Author and article information

      Affiliations
      [1 ] University of Washington.
      Journal
      J Stat Softw
      Journal of statistical software
      1548-7660
      1548-7660
      2008
      : 24
      : 1
      18618019
      2447931
      NIHMS54859

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