AdapEnetClass: A Class of Adaptive Elastic Net Methods for Censored Data

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Provides new approaches to variable selection for AFT model.

Author
Hasinur Rahaman Khan and Ewart Shaw
Date of publication
2015-10-24 10:57:30
Maintainer
Hasinur Rahaman Khan <hasinurkhan@gmail.com>
License
GPL-2
Version
1.2

View on CRAN

Man pages

AdapEnetClass-package
A Class of Adaptive Elastic Net Methods for Censored Data
AEnet.aft
Adaptive elastic net for censored data based on AFT models
AEnetCC.aft
Adaptive elastic net for AFT models with censoring...
cv.AWEnet
Computes K-fold cross validated error curve for AEnet and...
cv.AWEnetCC
Computes K-fold cross validated error curve for AEnetCC and...
Enet.wls
Elastic net based on the weighted data
MCLcleaned
Mantle cell lymphoma cleaned data
mrbj
Modified resampling based Buckley-James method
plotObsEst
Pairwise scatter plots of the survival times
WEnet.aft
Weighted elastic net for censored data based on AFT models
WEnetCC.aft
Weighted elastic net with censoring constraints for censored...

Files in this package

AdapEnetClass
AdapEnetClass/NAMESPACE
AdapEnetClass/data
AdapEnetClass/data/MCLcleaned.RData
AdapEnetClass/R
AdapEnetClass/R/mrbj.R
AdapEnetClass/R/cv.AWEnet.R
AdapEnetClass/R/Enet.wls.R
AdapEnetClass/R/AEnet.aft.R
AdapEnetClass/R/plotObsEst.R
AdapEnetClass/R/WEnet.aft.R
AdapEnetClass/R/WEnetCC.aft.R
AdapEnetClass/R/cv.AWEnetCC.R
AdapEnetClass/R/AEnetCC.aft.R
AdapEnetClass/MD5
AdapEnetClass/DESCRIPTION
AdapEnetClass/man
AdapEnetClass/man/AdapEnetClass-package.Rd
AdapEnetClass/man/mrbj.Rd
AdapEnetClass/man/AEnet.aft.Rd
AdapEnetClass/man/WEnetCC.aft.Rd
AdapEnetClass/man/cv.AWEnetCC.Rd
AdapEnetClass/man/WEnet.aft.Rd
AdapEnetClass/man/AEnetCC.aft.Rd
AdapEnetClass/man/MCLcleaned.Rd
AdapEnetClass/man/plotObsEst.Rd
AdapEnetClass/man/Enet.wls.Rd
AdapEnetClass/man/cv.AWEnet.Rd