Man pages for randnet
Random Network Model Estimation, Selection and Parameter Tuning
| BHMC.estimate | Estimates the number of communities under block models by the... |
| BlockModel.Gen | Generates networks from degree corrected stochastic block... |
| ConcensusClust | clusters nodes by concensus (majority voting) initialized by... |
| DCSBM.estimate | Estimates DCSBM model |
| ECV.block | selecting block models by ECV |
| ECV.nSmooth.lowrank | selecting tuning parameter for neighborhood smoothing... |
| ECV.Rank | estimates optimal low rank model for a network |
| InformativeCore | identify the informative core component of a network |
| LRBIC | selecting number of communities by asymptotic likelihood... |
| LSM.PGD | estimates inner product latent space model by projected... |
| NCV.select | selecting block models by NCV |
| network.mixing | estimates network connection probability by network mixing |
| network.mixing.Bfold | estimates network connection probability by network mixing... |
| NMI | calculates normalized mutual information |
| NSBM.estimate | estimates nomination SBM parameters given community labels by... |
| NSBM.Gen | Generates networks from nomination stochastic block model |
| nSmooth | estimates probabilty matrix by neighborhood smoothing |
| randnet-package | Statistical modeling of random networks with model... |
| RDPG.Gen | generates random networks from random dot product graph model |
| reg.SP | clusters nodes by regularized spectral clustering |
| reg.SSP | detects communities by regularized spherical spectral... |
| RightSC | clusters nodes in a directed network by regularized spectral... |
| SBM.estimate | estimates SBM parameters given community labels |
| Smooth.Oracle | oracle smooth graphon estimation |
| USVT | estimates the network probability matrix by the improved... |
