18 citations · 27 across the 9 of their papers we have counts for
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stat.AP2014★ 3 cited
Bayesian Exponential Random Graph Models with Nodal Random Effects
Stephanie Thiemichen, Nial Friel, Alberto Caimo +1
We extend the well-known and widely used Exponential Random Graph Model (ERGM) by including nodal random effects to compensate for heterogeneity in the nodes of a network. The Baye…
stat.CO2014
Efficient computational strategies for doubly intractable problems with applications to Bayesian social networks
Alberto Caimo, Antonietta Mira
Powerful ideas recently appeared in the literature are adjusted and combined to design improved samplers for Bayesian exponential random graph models. Different forms of adaptive M…