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stat.ME2019★ 1 cited
Latent Space Modelling of Hypergraph Data
Kathryn Turnbull, Simón Lunagómez, Christopher Nemeth +1
The increasing prevalence of relational data describing interactions among a target population has motivated a wide literature on statistical network analysis. In many applications…
stat.ME2019
Modeling Network Populations via Graph Distances
Simón Lunagómez, Sofia C. Olhede, Patrick J. Wolfe
This article introduces a new class of models for multiple networks. The core idea is to parametrize a distribution on labelled graphs in terms of a Fréchet mean graph (which depen…