HS75 Network ERGM Goodness-of-fit.

Goodness-of-fit result for the HS75 network ERGM. Each row shows a different network feature considered. Statistics explicitly modelled are shown in boldface. Empirical values are shown along with the sample mean (“Mean”) and sample standard deviation (“Std. Dev.”) across 4000 simulations. The sample mean and standard deviation are expressed as a t-ratio in column five and a goodness-of-fit interval in column six. For all parameters the absolute t-ratio is always smaller than 0.1 for parameters explicitly modelled, and smaller than 2 otherwise. Equivalently, the observed statistic always lies within it’s goodness-of-fit interval. Based on standard methodology, the network model re-creates all these features of the empirical network to an acceptable standard.HS75 Network ERGM Goodness-of-fit.