tdROC: Nonparametric Estimation of Time-Dependent ROC Curve from Right Censored Survival Data

Compute time-dependent ROC curve from censored survival data using nonparametric weight adjustments.

Author
Liang Li <LLi15@mdanderson.org>, Cai Wu <cwu13@mdanderson.org> Department of Biostatistics, The University of Texas MD Anderson Cancer Center
Date of publication
2016-03-30 00:59:03
Maintainer
Cai Wu <cwu13@mdanderson.org>
License
GPL (>= 2)
Version
1.0

View on CRAN

Man pages

calc.AUC
Calculate the area under a ROC curve (AUC)
calc.kw
Calculate Kernel weights
is.monotone
Check monotonicity
mayo
example data: Mayo Marker Data
plot.tdROC
Plot the time-dependent ROC curve
tdROC
Calculate Time-dependent ROC and AUC

Files in this package

tdROC
tdROC/NAMESPACE
tdROC/data
tdROC/data/mayo.rda
tdROC/R
tdROC/R/tdROC.R
tdROC/R/calc.AUC.R
tdROC/R/mayo.R
tdROC/R/calc.kw.R
tdROC/R/plot.tdROC.R
tdROC/R/is.monotone.R
tdROC/MD5
tdROC/DESCRIPTION
tdROC/man
tdROC/man/tdROC.Rd
tdROC/man/calc.kw.Rd
tdROC/man/is.monotone.Rd
tdROC/man/calc.AUC.Rd
tdROC/man/plot.tdROC.Rd
tdROC/man/mayo.Rd