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Statistical Analysis of Network Data

Statistical Analysis of Network Data by Eric D. Kolaczyk
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US$ 149.00
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 analysis of network-indexed data. As a result, statistical methods and models are being developed in this area at a furious pace, with contributions coming from a wide spectrum of disciplines. This book provides an up-to-date treatment of the foundations common to the statistical analysis of network data across the disciplines. The material is organized according to a statistical taxonomy, although the presentation entails a conscious balance of concepts versus mathematics. In addition, the examples - including extended cases studies - are drawn widely from the literature. This book should be of substantial interest both to statisticians and to anyone else working in the area of 'network science.' The coverage of topics in this book is broad, but unfolds in a systematic manner, moving from descriptive (or exploratory) methods, to sampling, to modeling and inference.
Springer; January 2009
399 pages; ISBN 9780387881461
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Title: Statistical Analysis of Network Data
Author: Eric D. Kolaczyk
 
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