Network Science An Aerial View

Network Science An Aerial View / edited by Francesca Biagini, Göran Kauermann, Thilo Meyer-Brandis.

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...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Biagini, Francesca (Editor), Kauermann, Göran (Editor), Meyer-Brandis, Thilo (Editor)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
Edition:1st ed. 2019.
Series:Springer eBook Collection.
Subjects:
Statistics .
Probabilities.
Mathematical statistics.
System theory.
Application software.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
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).

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