A user’s guide to network analysis in R / Douglas A. Luke

• Autore: Luke, Douglas A.
• Pubblicazione: [Cham], : Springer, 2015
• Titolo uniforme: A user’s guide to network analysis in R
• Descrizione fisica: XII, 238 p. : ill. ; 24 cm
• Soggetto topico: 05C90 - Applications of graph theory [MSC 2020]; 92-XX - Biology and other natural sciences [MSC 2020]; 92C42 - Systems biology, networks [MSC 2020]
• Soggetto non controllato: Mathematical visualization; Network Analysis; R software
• Nota di contenuto: 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.
• Titolo autorizzato: User’s guide to network analysis in R
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: VAN00113840
• Lo trovi qui: Univ. Vanvitelli
• Localizzazioni e accesso elettronico: http://dx.doi.org/10.1007/978-3-319-23883-8
• Serie: Use R! Berlin [etc.] . -Springer , 2006-