Determining the number of communities in degree-corrected stochastic block models
Shujie Ma, Liangjun Su, Yichong Zhang
2021Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)21 citationsOpen Access PDF
Abstract
Ministry of Education, Singapore under its Academic Research Funding Tier 2; Lee Kong Chian Fund for Excellence
Topics & Concepts
Stochastic block modelEstimatorConsistency (knowledge bases)MathematicsUpper and lower boundsStatisticDegree (music)Cluster analysisBlock (permutation group theory)Binary numberSufficient statisticStatisticsApplied mathematicsAlgorithmCombinatoricsDiscrete mathematicsArithmeticAcousticsMathematical analysisPhysicsComplex Network Analysis TechniquesStatistical Methods and Bayesian InferenceHuman Mobility and Location-Based Analysis