npROCRegression: Kernel-Based Nonparametric ROC Regression Modelling
Version 1.0-5

Implements several nonparametric regression approaches for the inclusion of covariate information on the receiver operating characteristic (ROC) framework.

Browse man pages Browse package API and functions Browse package files

AuthorMaria Xose Rodriguez-Alvarez [aut, cre], Javier Roca-Pardinas [aut]
Date of publication2017-04-23 13:46:56 UTC
MaintainerMaria Xose Rodriguez-Alvarez <mxrodriguez@bcamath.org>
LicenseGPL
Version1.0-5
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("npROCRegression")

Man pages

controlDNPROCreg: Function used to set several parameters controlling the ROC...
controlINPROCreg: Function used to set several parameters controlling fitting...
DNPROCreg: Direct nonparametric ROC regression modelling
DNPROCregData: Selects an adequate set of points from a data set for...
endosim: Simulated endocrine data.
INPROCreg: Induced nonparametric ROC regression modelling
npROCRegression-package: Kernel-Based Nonparametric ROC Regression Modelling
plot.DNPROCreg: Default DNPROCreg plotting
plot.INPROCreg: Default INPROCreg plotting
print.DNPROCreg: Print method for DNPROCreg objects
print.INPROCreg: Print method for INPROCreg objects
summary.DNPROCreg: Summary method for DNPROCreg objects.
summary.INPROCreg: Summary method for INPROCreg objects.

Functions

DNPROCreg Man page Source code
DNPROCregData Man page Source code
INPROCreg Man page Source code
ROC.s Source code
controlDNPROCreg Man page Source code
controlINPROCreg Man page Source code
create.design.matrices Source code
endosim Man page
interpret.ROCformula Source code
npROCRegression Man page
npROCRegression-package Man page
plot.DNPROCreg Man page Source code
plot.INPROCreg Man page Source code
print.DNPROCreg Man page Source code
print.INPROCreg Man page Source code
print.summary.DNPROCreg Source code
print.summary.INPROCreg Source code
summary.DNPROCreg Man page Source code
summary.INPROCreg Man page Source code

Files

inst
inst/doc
inst/doc/npROCRegression.Rmd
inst/doc/npROCRegression.html
inst/doc/npROCRegression.R
src
src/npROCRegression.f90
src/init.c
NAMESPACE
NEWS
data
data/endosim.rda
R
R/print.summary.DNPROCreg.R
R/summary.INPROCreg.R
R/ROC.s.R
R/plot.DNPROCreg.R
R/DNPROCreg.R
R/print.INPROCreg.R
R/controlINPROCreg.R
R/summary.DNPROCreg.R
R/create.design.matrices.R
R/plot.INPROCreg.R
R/interpret.ROCformula.R
R/controlDNPROCreg.R
R/print.summary.INPROCreg.R
R/print.DNPROCreg.R
R/DNPROCregData.R
R/INPROCreg.R
vignettes
vignettes/npROCRegression.Rmd
vignettes/bib_npROCRegression.bib
MD5
build
build/vignette.rds
DESCRIPTION
man
man/plot.DNPROCreg.Rd
man/endosim.Rd
man/controlDNPROCreg.Rd
man/DNPROCreg.Rd
man/DNPROCregData.Rd
man/summary.INPROCreg.Rd
man/INPROCreg.Rd
man/npROCRegression-package.Rd
man/print.DNPROCreg.Rd
man/summary.DNPROCreg.Rd
man/print.INPROCreg.Rd
man/plot.INPROCreg.Rd
man/controlINPROCreg.Rd
npROCRegression documentation built on May 19, 2017, 4:21 p.m.