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Exponential Random Graph Models for Social Networks

Exponential Random Graph Models for Social Networks

Hardcover

Series: Structural Analysis in the Social Sciences, Book 35

General Sociology

ISBN10: 0521193567
ISBN13: 9780521193566
Publisher: Cambridge University Press
Published: Nov 19 2012
Pages: 352
Weight: 1.30
Height: 1.00 Width: 5.90 Depth: 9.10
Language: English
Exponential random graph models (ERGMs) are increasingly applied to observed network data and are central to understanding social structure and network processes. The chapters in this edited volume provide the theoretical and methodological underpinnings of ERGMs, including models for univariate, multivariate, bipartite, longitudinal, and social-influence type ERGMs. Each method is applied in individual case studies illustrating how social science theories may be examined empirically using ERGMs. The authors supply the reader with sufficient detail to specify ERGMs, fit them to data with any of the available software packages, and interpret the results.

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General Sociology