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Exponential Random Graph Models for Social Networks
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Exponential Random Graph Models for Social Networks : Theory, Methods, and Applications

Book Details

Format Paperback / softback
ISBN-10 0521141389
ISBN-13 9780521141383
Publisher Cambridge University Press
Imprint Cambridge University Press
Country of Manufacture GB
Country of Publication GB
Publication Date Nov 19th, 2012
Print length 360 Pages
Weight 584 grams
Dimensions 15.30 x 22.80 x 2.60 cms
KSh 6,500.00
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Provides an account of the theoretical and methodological underpinnings of exponential random graph models (ERGMs), as well as a compendium of ERGM methods and illustrative applications. The reader is given sufficient detail to specify ERGMs, fit them to data with any of the available software packages and interpret the results.
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 a self-contained, exhaustive account of 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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