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…