Exponential Random Graph Models For Social Networks

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    Exponential Random Graph Models for Social Networks
    By: Lusher, Dean; Koskinen, Johan; Robins, Garry
    Publisher:
    Cambridge University Press
    Print ISBN: 9780521193566, 0521193567
    eText ISBN: 9781139847490, 113984749X
    Format: PDF
    Available from $ 30.00 USD
    SKU 9781139847490
    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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