Rapid Bayesian Inference of Global Network Statistics Using Random Walks

Willow B. Kion-Crosby, Alexandre V. Morozov

We propose a novel Bayesian methodology which uses random walks for rapid inference of statistical properties of undirected networks with weighted or unweighted edges. Our formalis…