Inferential Network Analysis by Skyler J. Cranmer, Bruce A. D... - 9781107158122

Inferential Network AnalysisAuthor(s): Skyler J. Cranmer, Bruce A. Desmarais, Jason W. Morgan\nFormat: Hardback\nPublisher: Cambridge University Press, United Kingdom\nImprint: Cambridge University Press\nISBN-13: 9781107158122, 978-1107158122\nSynopsis\nThis unique textbook provides an introduction to statistical inference with network data. The authors present a self-contained derivation and mathematical formulation of methods, review examples, and real-world applications, as well as provide data and code in the R environment that can be customised. Inferential network analysis transcends fields, and examples from across the social sciences are discussed (from management to electoral politics), which can be adapted and applied to a panorama of research. From scholars to undergraduates, spanning the social, mathematical, computational and physical sciences, readers will be introduced to inferential network models and their extensions. The exponential random graph model and latent sp.