154 citations · 216 across the 4 of their papers we have counts for
4 papers
Using Sampled Network Data With The Autologistic Actor Attribute Model
Alex D. Stivala, H. Colin Gallagher, David A. Rolls +2
Social science research increasingly benefits from statistical methods for understanding the structured nature of social life, including for social network data. However, the appli…
Exponential random graph model parameter estimation for very large directed networks
Alex Stivala, Garry Robins, Alessandro Lomi
Exponential random graph models (ERGMs) are widely used for modeling social networks observed at one point in time. However the computational difficulty of ERGM parameter estimatio…
Fast Maximum Likelihood estimation via Equilibrium Expectation for Large Network Data
Maksym Byshkin, Alex Stivala, Antonietta Mira +2
A major line of contemporary research on complex networks is based on the development of statistical models that specify the local motifs associated with macro-structural propertie…
A spatial model for social networks
Ling Heng Wong, Philippa Pattison, Garry Robins
We study spatial embeddings of random graphs in which nodes are randomly distributed in geographical space. We let the edge probability between any two nodes to be dependent on the…