Alessandro Catalano

How null-model constraints affect statistical validation in projected bipartite networks

This work uses the statistically validated links obtained from the microcanonical bipartite configuration model as the reference benchmark for assessing performances of four widely used null models, and suggests that null models should be compared not only according to the constraints they preserve but also according to the statistical consequences that these constraints induce on the distribution of the test statistic.