TY  - BOOK
AU  - Kolaczyk,Eric D.
AU  - Csardi,Gabor
TI  - Statistical analysis of network data with R
T2  - Use R!
SN  - 9781493909827 (pbk. : alk. paper)
U1  - 000SB:003 23
PY  - 2014///
CY  - New York :    
PB  - Springer
KW  - System analysis
KW  - Statistical methods.
KW  - R (Computer program language)
N1  - Includes bibliographical references (197-204) and index; 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--
References--
Index
N2  - This book is the first of its kind in network research. It can be used as a stand-alone resource in which multiple R packages are used to illustrate how to conduct a wide range of network analyses, from basic manipulation and visualization, to summary and characterization, to modeling of network data. The central package is igraph, which provides extensive capabilities for studying network graphs in R
ER  -