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Book synopsis

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. Specific topics include network mapping, characterization of network structure, network sampling, and the modeling, inference, and prediction of networks, network processes, and network flows. This book is the first such resource to present material on all of these core topics in one place.

Book details

Book category Books in English Mathematics & science Mathematics Probability & statistics

• Full title: Statistical Analysis of Network Data
• Subtitle: Methods and Models
• Author: Eric D. Kolaczyk
• Language: English
• Binding: Hardback
• Number of pages: 386
• EAN: 9780387881454
• ISBN: 038788145X
• ID: 01383318
• Publisher: Springer-Verlag New York Inc.
• Weight: 802 g
• Dimensions: 243 × 170 × 27 mm
• Date of publishing: 19. March 2009

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