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stat.CO2020★ 1 cited
Improving ERGM Starting Values Using Simulated Annealing
Christian S. Schmid, David R. Hunter
Much of the theory of estimation for exponential family models, which include exponential-family random graph models (ERGMs) as a special case, is well-established and maximum like…
stat.CO2017
Exponential Random Graph Models with Big Networks: Maximum Pseudolikelihood Estimation and the Parametric Bootstrap
Christian S. Schmid, Bruce A. Desmarais
With the growth of interest in network data across fields, the Exponential Random Graph Model (ERGM) has emerged as the leading approach to the statistical analysis of network data…