survAUC: Estimators of prediction accuracy for time-to-event data.

The package provides a variety of functions to estimate time-dependent true/false positive rates and AUC curves from a set of censored survival data.

Author
Sergej Potapov, Werner Adler and Matthias Schmid.
Date of publication
2012-09-04 14:24:45
Maintainer
Sergej Potapov <sergej.potapov@gmail.com>
License
GPL-2
Version
1.0-5

View on CRAN

Man pages

AUC.ChamDiao
AUC estimator proposed by Chambless and Diao
AUC.HungChiang
AUC estimator proposed by Hung and Chiang
AUC.Song_Zhou
AUC estimator proposed by Song and Zhou
AUC.uno
AUC estimator proposed by Uno et al.
BeggC
C-statistic by Begg et al.
GHCI
Gonen and Heller's Concordance Index for Cox models
IntegratedAUC
Integration of time-dependent AUC curves
OXS
R2-type coefficients for Cox proportional hazards models
plot.survAUC
Plot method for survAUC and survErr Objects
predErr
Distance-based estimators of survival predictive accuracy
schemper.Err
Distance-based estimator of survival predictive accuracy...
UnoC
C-statistic by Uno et al.

Files in this package

survAUC
survAUC/MD5
survAUC/src
survAUC/src/utils.h
survAUC/src/utils.c
survAUC/src/survAUC_UNO.h
survAUC/src/survAUC_UNO.c
survAUC/src/survAUC_SongZhou.h
survAUC/src/survAUC_SongZhou.c
survAUC/src/survAUC_HZ.h
survAUC/src/survAUC_HZ.c
survAUC/src/survAUC_Hung_Chiang.h
survAUC/src/survAUC_Hung_Chiang.c
survAUC/src/survAUC_Cham_Diao.h
survAUC/src/survAUC_Cham_Diao.c
survAUC/src/surv_measures.h
survAUC/src/surv_measures.c
survAUC/src/Makevars
survAUC/R
survAUC/R/zzz.R
survAUC/R/utils.R
survAUC/R/UnoC.R
survAUC/R/survFitCox.R
survAUC/R/survAUC_Uno.R
survAUC/R/survAUC_Song_Zhou.R
survAUC/R/survAUC_HZ.R
survAUC/R/survAUC_HungChiang.R
survAUC/R/survAUC_ChamDiao.R
survAUC/R/surv_measures.R
survAUC/R/schemper.R
survAUC/R/plot.survAUC.R
survAUC/R/IntegratedAUC.R
survAUC/R/BaggC.R
survAUC/NAMESPACE
survAUC/man
survAUC/man/UnoC.Rd
survAUC/man/schemper.Err.Rd
survAUC/man/predErr.Rd
survAUC/man/plot.survAUC.Rd
survAUC/man/OXS.Rd
survAUC/man/IntegratedAUC.Rd
survAUC/man/GHCI.Rd
survAUC/man/BeggC.Rd
survAUC/man/AUC.uno.Rd
survAUC/man/AUC.Song_Zhou.Rd
survAUC/man/AUC.HungChiang.Rd
survAUC/man/AUC.ChamDiao.Rd
survAUC/DESCRIPTION