Package index • hdsbm

Model Estimation

Primary routines for fitting H-DSBM models

hdsbm_fit(): Hybrid DSBM Estimation with Perturbed SVD Multi-Start
est_pred_sbm_dyn_decoding(): Estimation of the Hybrid DSBM model via the CEM algorithm

Model Selection

Information criteria and clustering performance

icl() ICL() icl_dyn_hyb(): Integrated Completed Likelihood (ICL) for Dynamic SBM
best_perm(): Find the optimal permutation of latent classes

Simulation & Datasets

Synthetic dynamic graph generators and sample data

draw_sn_dyn(): Simulation of Dynamic Networks under the DSBM Model
toy_hdsbm: Synthetic dataset for Dynamic SBM models