Screen and clean variable selection procedures

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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