Exponential Random Graph Models for Social Networks : Theory, Methods, and Applications
Book Details
Format
Hardback or Cased Book
Book Series
Structural Analysis in the Social Sciences
ISBN-10
0521193567
ISBN-13
9780521193566
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
US
Country of Publication
GB
Publication Date
Nov 19th, 2012
Print length
352 Pages
Weight
610 grams
Dimensions
15.20 x 23.60 x 2.50 cms
Product Classification:
Social research & statisticsProbability & statistics
Ksh 13,300.00
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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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