R: A Collection of Graphon Estimation Methods

# A Collection of Graphon Estimation Methods

## Documentation for package ‘graphon’ version 0.3.6

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

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.