Beyond ranking nodes: Predicting epidemic outbreak sizes by network centralities
Fig 4
How the expected outbreak size Ω varies with a spectral centrality measure and the node degree across all small graphs.
Panels A, B and C show Ω for any node starting an outbreak, in any graph of size N = 10, against the eigenvector centrality of that node. Panel A shows data for β = 1/16; B for β = 1 and C for β = 16. The color denotes the degree centrality.