Overview | 1. Stochastic block model (SBM) | 1.1 Simulating SBM data | 1.2 Fitting the SBM model | 1.3 Evaluating accuracy | 1.4 Examining the spectral embedding | 2. Degree-corrected stochastic block model (DCSBM) | 2.1 Simulating DCSBM data | 2.2 Why standard SBM clustering fails under degree heterogeneity | 2.3 Fitting the DCSBM model | 2.4 Embedding comparison | 3. Real-data example: Zachary's karate club | 4. Real-data example: NCAA college football (Girvan & Newman 2002) | 5. Summary of the community_detect() interface | References

Overview | Example 1: Standard CIC | Example 2: SC-CIC | Bootstrap standard errors | References