141 citations · 563 across the 41 of their papers we have counts for
Showing 2019 · stat.MEShow all
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stat.ME2019
A Dynamic Process Reference Model for Sparse Networks with Reciprocity
Carter T. Butts
Many social and other networks exhibit stable size scaling relationships, such that features such as mean degree or reciprocation rates change slowly or are approximately constant…
stat.ME2019
Finite Mixtures of ERGMs for Modeling Ensembles of Networks
Fan Yin, Weining Shen, Carter T. Butts
Ensembles of networks arise in many scientific fields, but there are few statistical tools for inferring their generative processes, particularly in the presence of both dyadic dep…
stat.ME2019★ 1 cited
Selection of Exponential-Family Random Graph Models via Held-Out Predictive Evaluation (HOPE)
Fan Yin, Nolan Edward Phillips, Carter T. Butts
Statistical models for networks with complex dependencies pose particular challenges for model selection and evaluation. In particular, many well-established statistical tools for…