Statistical Analysis of Network Data

Name: Statistical Analysis of Network Data
Brand: Springer-Verlag New York Inc.
SKU: 9780387881454
Price: 807.66 RON
Availability: InStock

Methods and Models

Autor: Eric D. Kolaczyk

Limbă:

Legare: Copertă tare

Editura: Springer-Verlag New York Inc.

Disponibilitate: În depozitul extern

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This book provides an up-to-date treatment of the foundations common to the statistical analysis of...

Informații despre carte

Autor

Eric D. Kolaczyk

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2009

Pagini

386

EAN

9780387881454

ISBN

038788145X

Enbook ID

01383318

Editura

Springer-Verlag New York Inc.

Greutate

802

Dimensiuni

170 x 243 x 27

Descriere completă

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.

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Statistical Analysis of Network Data

Methods and Models

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