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AdapEnetClass (version 1.2)

A Class of Adaptive Elastic Net Methods for Censored Data

Description

Provides new approaches to variable selection for AFT model.

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Version

Install

install.packages('AdapEnetClass')

Monthly Downloads

49

Version

1.2

License

GPL-2

Maintainer

Hasinur Khan

Last Published

October 24th, 2015

Functions in AdapEnetClass (1.2)

Enet.wls

Elastic net based on the weighted data
WEnet.aft

Weighted elastic net for censored data based on AFT models
AdapEnetClass-package

A Class of Adaptive Elastic Net Methods for Censored Data
cv.AWEnet

Computes K-fold cross validated error curve for AEnet and WEnet
mrbj

Modified resampling based Buckley-James method
plotObsEst

Pairwise scatter plots of the survival times
WEnetCC.aft

Weighted elastic net with censoring constraints for censored data based on AFT models
AEnetCC.aft

Adaptive elastic net for AFT models with censoring constraints
cv.AWEnetCC

Computes K-fold cross validated error curve for AEnetCC and WEnetCC
AEnet.aft

Adaptive elastic net for censored data based on AFT models
MCLcleaned

Mantle cell lymphoma cleaned data