ScreenClean: Screen and clean variable selection procedures

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Routines for a collection of screen-and-clean type variable selection procedures, including UPS and GS.

Author
Pengsheng Ji, Jiashun Jin, Qi Zhang
Date of publication
2012-10-30 17:34:49
Maintainer
Qi Zhang <karlmzhang@gmail.com>
License
GPL (>= 2)
Version
1.0.1

View on CRAN

Man pages

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-package
Screen and clean variable selection procedures, including UPS...
ScreeningStep
GS-step of the graphlet screening
ThresholdGram
Thresholds the gram matrix
VectorizeBase
expresses the number i on the base as a vector

Files in this package

ScreenClean
ScreenClean/MD5
ScreenClean/R
ScreenClean/R/ToolFuncs.r
ScreenClean/R/ScreeningStep.r
ScreenClean/R/IterGS.r
ScreenClean/R/FindAllCG.r
ScreenClean/R/CleaningStep.r
ScreenClean/NAMESPACE
ScreenClean/man
ScreenClean/man/VectorizeBase.Rd
ScreenClean/man/ThresholdGram.Rd
ScreenClean/man/ScreeningStep.Rd
ScreenClean/man/ScreenClean-package.Rd
ScreenClean/man/PMLE.Rd
ScreenClean/man/IterGS.Rd
ScreenClean/man/FindCG.Rd
ScreenClean/man/FindAllCG.Rd
ScreenClean/man/CleaningStep.Rd
ScreenClean/DESCRIPTION
ScreenClean/demo
ScreenClean/demo/demoIterGS.r
ScreenClean/demo/demoGS.R
ScreenClean/demo/00Index