Wentworth
Institute of Technology
Statistical Analysis of Network Data Methods and Models /
In the past decade, the study of networks has increased dramatically. Researchers from across the sciences—including biology and bioinformatics, computer science, economics, engineering, mathematics, physics, sociology, and statistics—are more and more involved with the collection and statistical an...
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York, NY :
Springer New York,
2009.
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| Series: | Springer series in statistics.
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| Subjects: | |
| Online Access: |
Full text (Wentworth users only). |
Table of Contents:
- Introduction and overview
- Preliminaries
- Mapping networks
- Descriptive analysis of network graph characteristics
- Sampling and estimation in network graphs
- Models for network graphs
- Network topology inference
- Modeling and prediction for processes on network graphs
- Analysis of network flow data
- Graphical models.