R: Screen and clean variable selection procedures

# Screen and clean variable selection procedures

## Documentation for package ‘ScreenClean’ version 1.0.1

- DESCRIPTION file
- Code demos. Use demo() to run them.

## Help Pages

ScreenClean-package | Screen and clean variable selection procedures, including UPS and GS.
CleaningStep | GC-step of the graphlet screening
FindAllCG | Find all the connected subgraphs whose size <= lc
FindCG | Find the connected subgraphs with a certain number of nodes
IterGS | Iterative graphlet screening procedure
PMLE | Penalized MLE procedure used in the cleaning step
ScreenClean | Screen and clean variable selection procedures, including UPS and GS.
ScreeningStep | GS-step of the graphlet screening
ThresholdGram | Thresholds the gram matrix
VectorizeBase | expresses the number i on the base as a vector