A user's guide to network analysis in R [electronic resource]

• 作者： Luke, Douglas A.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • Use R!
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Use R!
• 主題： Social sciences--Network analysis--Data processing. , R (Computer program language) , Mathematics , Mathematical Modeling and Industrial Mathematics. , Mathematical Applications in Computer Science. , Statistics and Computing/Statistics Programs.
• ISBN： 9783319238838 (electronic bk.) 、 9783319238821 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Introducing Network Analysis in R -- The Network Analysis "5 Number Summary" -- Network Data Management in R -- Basic Network Plotting and Layout -- Effective Network Graphic Design -- Advanced Network Graphics -- Actor Prominence -- Subgroups -- Affiliation Networks -- Random Network Models -- Statistical Network Models -- Dynamic Network Models -- Simulations.
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• 摘要註: Presenting a comprehensive resource for the mastery of network analysis in R, the goal of Network Analysis with R is to introduce modern network analysis techniques in R to social, physical, and health scientists. The mathematical foundations of network analysis are emphasized in an accessible way and readers are guided through the basic steps of network studies: network conceptualization, data collection and management, network description, visualization, and building and testing statistical models of networks. As with all of the books in the Use R! series, each chapter contains extensive R code and detailed visualizations of datasets. Appendices will describe the R network packages and the datasets used in the book. An R package developed specifically for the book, available to readers on GitHub, contains relevant code and real-world network datasets as well.
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