Network Science An Aerial View /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Biagini, Francesca (Editor, http://id.loc.gov/vocabulary/relators/edt), Kauermann, Göran (Editor, http://id.loc.gov/vocabulary/relators/edt), Meyer-Brandis, Thilo (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Subjects: Statistics .; Probabilities.; Mathematical statistics.; System theory.; Application software.; Statistical Theory and Methods.; Probability Theory and Stochastic Processes.; Probability and Statistics in Computer Science.; Complex Systems.; Computer Appl. in Social and Behavioral Sciences.; Statistics for Life Sciences, Medicine, Health Sciences.

This book provides an overview of network science from the perspective of diverse academic fields, offering insights into the various research areas within network science. The authoritative contributions on statistical network analysis, mathematical network science, genetic networks, Bayesian netwo...

Table of Contents:

• Preface
• Introduction (Francesca Biagini, Göran Kauermann, Thilo Meyer-Brandis)
• Network Visualization (Ulrik Brandes and Michael Sedlmair)
• A Statistician's View of Network Modeling (David R. Hunter)
• The Rank-one and the Preferential Attachment Paradigm (Steffen Dereich)
• Systemic Risk in Networks (Nils Detering, Thilo Meyer-Brandis, Konstantinos Panagiotou, Daniel Ritter)
• Bayesian Networks for Max-linear Models (Claudia Klüppelberg, Steffen Lauritzen)
• Introduction to Network Inference in Genomics (Ernst C. Wit).