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  • 标题:networksis: A Package to Simulate Bipartite Graphs with Fixed Marginals Through Sequential Importance Sampling
  • 本地全文:下载
  • 作者:Ryan Admiraal ; Mark S. Handcock
  • 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:1-21
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:The ability to simulate graphs with given properties is important for the analysis of social networks. Sequential importance sampling has been shown to be particularly effective in estimating the number of graphs adhering to fixed marginals and in estimating the null distribution of graph statistics. This paper describes the networksis package for R and how its simulate and simulate_sis functions can be used to address both of these tasks as well as generate initial graphs for Markov chain Monte Carlo simulations
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