ROCS: Receiver Operating Characteristics Surface
Version 1.3

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.

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AuthorTianwei Yu, Peizhou Liao
Date of publication2016-09-03 23:36:14
MaintainerTianwei Yu<tyu8@emory.edu>
LicenseGPL-2
Version1.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ROCS")

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

Functions

ROCS Man page
ROCS-package Man page
e.roc Man page Source code
fcauc.comp.fptp Man page Source code
fcauc.fptp Man page Source code
fcauc.x Man page Source code
rocs.fptp Man page Source code
rocs.x Man page Source code
test.rocs Man page Source code

Files

NAMESPACE
R
R/rocs.fptp.R
R/test.rocs.R
R/fcauc.x.R
R/fcauc.fptp.R
R/fcauc.comp.fptp.R
R/rocs.x.R
R/e.roc.R
MD5
DESCRIPTION
man
man/rocs.fptp.Rd
man/rocs.x.Rd
man/fcauc.fptp.Rd
man/test.rocs.Rd
man/fcauc.comp.fptp.Rd
man/ROCS-package.Rd
man/fcauc.x.Rd
man/e.roc.Rd
ROCS documentation built on May 19, 2017, 11:23 p.m.