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  3. Exponential Random Graph Models for Social Networks
  • Cited by 317
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    • Publisher:
      Cambridge University Press
      Publication date:
      April 2013
      November 2012
      ISBN:
      9780511894701
      9780521193566
      9780521141383
      DOI:
      https://doi.org/10.1017/CBO9780511894701
      Dimensions:
      (228 x 152 mm)
      Weight & Pages:
      0.6kg, 352 Pages
      Dimensions:
      (228 x 152 mm)
      Weight & Pages:
      0.48kg, 360 Pages
      • Subjects:
      Social Theory, Research Methods in Sociology and Criminology, Research Methods In Sociology and Criminology, Sociology
      Series:
      Structural Analysis in the Social Sciences (35)
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    Subjects:
    Social Theory, Research Methods in Sociology and Criminology, Research Methods In Sociology and Criminology, Sociology
    Series:
    Structural Analysis in the Social Sciences (35)
    Information

    Book description

    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.

    Reviews

    ‘I’ve been waiting impatiently for this book and I was definitely not disappointed. Finally we have a sourcebook on ERGMs that is both comprehensive and comprehensible. Most of the chapters are written for quantitative researchers who are not statisticians. Many illustrative empirical applications are worked through. Software packages are discussed. For the researcher who is intrigued by the possibility of analyzing network data with an ERGM, or who is already trying to do so, this is an indispensable resource.’

    Peter Carrington - University of Waterloo

    ‘This collection offers readers an intuitive understanding of ERGMs, followed by a formal explanation of their statistical underpinnings as well as a methodological cookbook based on current software. Next, network scholars at the forefront of advancing theoretical and methodological contributions present eight compelling empirical studies. These studies illustrate how ERGMs offer exciting opportunities to advance theoretical understandings of network phenomena at the intra-organizational, inter-organizational, and societal levels.’

    Noshir Contractor - Jane S. and William J. White Professor of Behavioral Sciences, Northwestern University

    ‘p*, the exponential family of random graph distributions introduced by Frank and Strauss in 1986, has indeed become the best statistical model in network science. This edited volume is a must-have - Lusher, Koskinen, and Robins have put together a thorough compilation for both the p* novice and enthusiast. It is the handbook to own - and use!’

    Stanley Wasserman - Indiana University

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    Contents

    Page 1 of 2

    Contents

    Page 1 of 2

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