Analyzing social networks using R / Stephen P. Borgatti, Martin G. Everett, Jeffrey C. Johnson, Filip Agneessens.

Author/creator Borgatti, Stephen P. author.
Other author Everett, Martin G., 1955- author.
Other author Johnson, Jeffrey C., author.
Other author Agneessens, Filip, author.
Format Book
PublicationLos Angeles : SAGE, [2022]
Copyright Date©2022
Descriptionxviii, 359 pages : illustrations ; 25 cm
Subjects

Contents Introduction -- Mathematical foundations -- Research design -- Data collection -- Data management -- Multivariate techniques used in network analysis -- Visualization -- Local node-level measures -- Centrality -- Group-level measures -- Subgroups and community detection -- Equivalence -- Analyzing two-mode data -- Introduction to inferential statistics for complete networks -- ERGMs and SAOMs.
Abstract "This approachable book introduces network research in R, walking you through every step of doing social network analysis. Drawing together research design, data collection and data analysis, it explains the core concepts of network analysis in a non-technical way. The book balances an easy to follow explanation of the theoretical and statistical foundations underpinning network analysis with practical guidance on key steps like data management, preparation and visualisation. With clarity and expert insight, it: Discusses measures and techniques for analyzing social network data, including digital media ; Explains a range of statistical models including QAP and ERGM, giving you the tools to approach different types of networks ; Offers digital resources like practice datasets and worked examples that help you get to grips with R software"--Back cover.
Bibliography noteIncludes bibliographical references and index.
Issued in other formebook version : 9781529765755
ISBN9781529722482 hardcover
ISBN1529722489 hardcover
ISBN9781529722475 paperback
ISBN1529722470 paperback

Availability

Library Location Call Number Status Item Actions
Joyner Item has been checked out HM742 .B67 2022 Due 04/29/2026 Want This?