首页    期刊浏览 2024年12月01日 星期日
登录注册

文章基本信息

  • 标题:statnet: Software Tools for the Representation, Visualization, Analysis and Simulation of Network Data
  • 本地全文:下载
  • 作者:Mark S. Handcock ; David R. Hunter ; Carter T. Butts
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2008
  • 卷号:24
  • 期号:1
  • 页码:1-11
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要: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.
国家哲学社会科学文献中心版权所有