A User's Guide to Network Analysis in R
暫譯: R 網路分析使用者指南
Douglas A. Luke
- 出版商: Springer
- 出版日期: 2015-12-21
- 售價: $3,140
- 貴賓價: 9.5 折 $2,983
- 語言: 英文
- 頁數: 252
- 裝訂: Paperback
- ISBN: 3319238825
- ISBN-13: 9783319238821
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商品描述
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.
商品描述(中文翻譯)
《使用 R 進行網路分析》提供了一個全面的資源,旨在幫助社會科學、自然科學和健康科學的研究者掌握 R 語言中的網路分析。書中強調網路分析的數學基礎,以易於理解的方式呈現,並引導讀者完成網路研究的基本步驟:網路概念化、數據收集與管理、網路描述、視覺化,以及建立和測試網路的統計模型。與《使用 R!》系列中的所有書籍一樣,每一章都包含大量的 R 代碼和詳細的數據集視覺化。附錄將描述書中使用的 R 網路套件和數據集。此外,專為本書開發的 R 套件可在 GitHub 上提供給讀者,包含相關代碼和真實世界的網路數據集。