Consistent Model Selection for the Degree Corrected Stochastic Blockmodel
Consistent Model Selection for the Degree Corrected Stochastic Blockmodel
The Degree Corrected Stochastic Block Model (DCSBM) was introduced by Karrer and Newman (2011) as a generalization of the stochastic block model in which vertices of the same community are allowed to have distinct degree distributions.On the modelling side, this variability makes the DCSBM more suitable for real life complex …