A neural network is trained on simulated parameter-statistic pairs and inverted to estimate exponential random graph model parameters.
Boucher, Vincent and Ismael Mourifie (2017), ‘My friend far far away: A random field approach to exponential random graph models’, Econometrics Journal 20(3), S14–S46
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Estimating Network Models using Neural Networks
A neural network is trained on simulated parameter-statistic pairs and inverted to estimate exponential random graph model parameters.