ROCS: Receiver Operating Characteristics Surface

Plots the Receiver Operating Characteristics Surface for high-throughput class-skewed data, calculates the Volume under the Surface (VUS) and the FDR-Controlled Area Under the Curve (FCAUC), and conducts tests to compare two ROC surfaces. Computes eROC curve and the corresponding AUC for imperfect reference standard.

Author
Tianwei Yu, Peizhou Liao
Date of publication
2016-09-03 23:36:14
Maintainer
Tianwei Yu<tyu8@emory.edu>
License
GPL-2
Version
1.3

View on CRAN

Man pages

e.roc
Calculating expected Receiver Operating Characteristics Curve...
fcauc.comp.fptp
Plotting two ROC curves, highlighting the segments of the...
fcauc.fptp
Generating ROC plot with shading based on FDR using...
fcauc.x
Generating ROC plot with shading based on FDR
rocs.fptp
Plotting Receiver Operating Characteristics Surface with...
ROCS-package
Receiver Operating Characteristics Surface for class-skewed...
rocs.x
Calculating Receiver Operating Characteristics Surface from...
test.rocs
Testing for significant difference between two ROCS

Files in this package

ROCS
ROCS/NAMESPACE
ROCS/R
ROCS/R/rocs.fptp.R
ROCS/R/test.rocs.R
ROCS/R/fcauc.x.R
ROCS/R/fcauc.fptp.R
ROCS/R/fcauc.comp.fptp.R
ROCS/R/rocs.x.R
ROCS/R/e.roc.R
ROCS/MD5
ROCS/DESCRIPTION
ROCS/man
ROCS/man/rocs.fptp.Rd
ROCS/man/rocs.x.Rd
ROCS/man/fcauc.fptp.Rd
ROCS/man/test.rocs.Rd
ROCS/man/fcauc.comp.fptp.Rd
ROCS/man/ROCS-package.Rd
ROCS/man/fcauc.x.Rd
ROCS/man/e.roc.Rd