graphon-package |
graphon : A Collection of Graphon Estimation Methods |
cv.SBA |
Cross validation for selecting optimal precision parameter in SBA method. |
est.completion |
Estimate graphons based on matrix completion scheme |
est.LG |
Estimate graphons based on empirical degrees |
est.nbdsmooth |
Estimate edge probabilities by neighborhood smoothing |
est.SBA |
Estimate graphons based on Stochastic Blockmodel approximation |
est.USVT |
Estimate graphons based via Universal Singular Value Thresholding |
gmodel.block |
Generate binary random graphs based on stochastic blockmodel |
gmodel.ER |
Observations from Erdos-Renyi random graph model |
gmodel.P |
Generate graphs given a probability matrix |
gmodel.preset |
Generate one of pre-specified graphons. |