Statistical analysis of network data with R

• Main Authors: Kolaczyk, Eric D. (Author), Csárdi, Gábor, 1976- (Author)
• Format: Book
• Language: English
• Published: New York : Springer, [2014]
• Series: Use R!
• Subjects: statistická analýza; síťová analýza; R (software); zpracování dat; statistical analysis; network analysis; data processing; příručky; handbooks, manuals, etc
• ISBN: 9781493909827; 978-1-4939-0983-4
• Physical Description: xiii, 207 stran : ilustrace (některé barevné) ; 24 cm

Table of Contents:

• 1. Introduction
• 2. Manipulating network data
• 3. Visualizing network data
• 4. Descriptive analysis of network graph characteristics
• 5. Mathematical models for network graphs
• 6. Statistical models for network graphs
• 7. Network topology inference
• 8. Modeling and prediction for processes on network graphs
• 9. Analysis of network flow data
• 10. Dynamic networks