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

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

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Product Details
Author:
Dean Lusher
Publisher:
Cambridge University Press
Publication Date:
Nov 19, 2012
Number of pages:
360 pages
Binding:
Paperback or Softback
ISBN-10:
0521141389
ISBN-13:
9780521141383

Overview

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.


  • | Author: Dean Lusher
  • | Publisher: Cambridge University Press
  • | Publication Date: Nov 19, 2012
  • | Number of Pages: 360 pages
  • | Binding: Paperback or Softback
  • | ISBN-10: 0521141389
  • | ISBN-13: 9780521141383

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