survAUC: Estimators of prediction accuracy for time-to-event data.
Version 1.0-5

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.

Browse man pages Browse package API and functions Browse package files

AuthorSergej Potapov, Werner Adler and Matthias Schmid.
Date of publication2012-09-04 14:24:45
MaintainerSergej Potapov <sergej.potapov@gmail.com>
LicenseGPL-2
Version1.0-5
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("survAUC")

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.

Functions

AUC.cd Man page Source code
AUC.hc Man page Source code
AUC.sh Man page Source code
AUC.uno Man page Source code
BeggC Man page Source code
First.lib Source code
GHCI Man page Source code
IntAUC Man page Source code
KM Source code
Nagelk Man page Source code
OXS Man page Source code
PartLCox Source code
PartLCoxIndiv Source code
UnoC Man page Source code
XO Man page Source code
censWeights Source code
cox_weights Source code
my.sort Source code
plot.survAUC Man page Source code
plot.survErr Man page Source code
predErr Man page Source code
schemper Man page Source code
sens.sh Man page Source code
sens.uno Man page Source code
seval Source code
spec.sh Man page Source code
spec.uno Man page Source code
survFit.COX Source code
weightKM Source code

Files

MD5
src
src/utils.h
src/utils.c
src/survAUC_UNO.h
src/survAUC_UNO.c
src/survAUC_SongZhou.h
src/survAUC_SongZhou.c
src/survAUC_HZ.h
src/survAUC_HZ.c
src/survAUC_Hung_Chiang.h
src/survAUC_Hung_Chiang.c
src/survAUC_Cham_Diao.h
src/survAUC_Cham_Diao.c
src/surv_measures.h
src/surv_measures.c
src/Makevars
R
R/zzz.R
R/utils.R
R/UnoC.R
R/survFitCox.R
R/survAUC_Uno.R
R/survAUC_Song_Zhou.R
R/survAUC_HZ.R
R/survAUC_HungChiang.R
R/survAUC_ChamDiao.R
R/surv_measures.R
R/schemper.R
R/plot.survAUC.R
R/IntegratedAUC.R
R/BaggC.R
NAMESPACE
man
man/UnoC.Rd
man/schemper.Err.Rd
man/predErr.Rd
man/plot.survAUC.Rd
man/OXS.Rd
man/IntegratedAUC.Rd
man/GHCI.Rd
man/BeggC.Rd
man/AUC.uno.Rd
man/AUC.Song_Zhou.Rd
man/AUC.HungChiang.Rd
man/AUC.ChamDiao.Rd
DESCRIPTION
survAUC documentation built on May 19, 2017, 2:11 p.m.