Example of a direct interaction network and its connectivity matrix. An example of a direct interaction network G
(left) with its connectivity matrix (right) calculated with . Assuming each edge of G
survives with probability , the probability of connectivity between each pair of protein can be estimated via sampling of the probabilistic network.