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 <email@example.com>|
|License||GPL (>= 2)|
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