of network formation …

We define a general class of network formation models, Statistical Exponential Random Graph Models (SERGMs), that nest …' (including ERGMs) parameters estimated from the observation of a single network are consistent (i.e., become accurate as the … exponentially slow mixing times for many specifications, we show that by reformulating network formation as a distribution over the …

The aim of the paper is to provide an analysis of news and financial data using their network representation. The … formation of network structures from data sources is carried out using two different approaches: by building the so … between the corresponding assets, by constructing a company co-mention network in which any two companies are connected by an …