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ScreenClean (version 1.0.1)
Screen and clean variable selection procedures
Description
Routines for a collection of screen-and-clean type variable selection procedures, including UPS and GS.
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Version
Version
1.0.1
Install
install.packages('ScreenClean')
Monthly Downloads
165
Version
1.0.1
License
GPL (>= 2)
Maintainer
Qi Zhang
Last Published
October 30th, 2012
Functions in ScreenClean (1.0.1)
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FindAllCG
Find all the connected subgraphs whose size <= lc
IterGS
Iterative graphlet screening procedure
CleaningStep
GC-step of the graphlet screening
ScreeningStep
GS-step of the graphlet screening
VectorizeBase
expresses the number i on the base as a vector
ThresholdGram
Thresholds the gram matrix
ScreenClean-package
Screen and clean variable selection procedures, including UPS and GS.
FindCG
Find the connected subgraphs with a certain number of nodes
PMLE
Penalized MLE procedure used in the cleaning step