Statistical Analysis of Network Data with R

Where to buy?

• Springer
• Amazon
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• Barnes and Noble

The sand package

Coming soon to CRAN. In the meanwhile you can install it directly from github using the devtools package:

install.packages("devtools")
library(devtools)
install_github("kolaczyk/sand/sand")

The code

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

You can also run the code from within R, using the sand package, see ?sand for the details.

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