Network Null Model based on Maximal Entropy and the Rich-Club

Abstract

We present a method to construct a network null-model based on the maximum entropy principle and where the restrictions that the rich-club and the degree sequence impose are conserved. We show that the probability that two nodes share a link can be described with a simple probability function. The null-model closely approximates the assortative properties of the network.