HOPE, a missing-data analogue of cross-validation for networks, is introduced as a model selection tool for ERGMs and applied to two social networks.
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Selection of Exponential-Family Random Graph Models via Held-Out Predictive Evaluation (HOPE)
HOPE, a missing-data analogue of cross-validation for networks, is introduced as a model selection tool for ERGMs and applied to two social networks.