Sample-to-sample fluctuations in real-network ensembles

Nicole Carlson, Dong-Hee Kim, Adilson E. Motter

Network modeling based on ensemble averages tacitly assumes that the networks meant to be modeled are typical in the ensemble. Previous research on network eigenvalues, which gover…