npROCRegression: Kernel-Based Nonparametric ROC Regression Modelling

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

Author
Maria Xose Rodriguez-Alvarez [aut, cre], Javier Roca-Pardinas [aut]
Date of publication
2016-11-16 02:03:24
Maintainer
Maria Xose Rodriguez-Alvarez <mxrodriguez@bcamath.org>
License
GPL
Version
1.0-4

View on CRAN

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.

Files in this package

npROCRegression
npROCRegression/inst
npROCRegression/inst/doc
npROCRegression/inst/doc/npROCRegression.Rmd
npROCRegression/inst/doc/npROCRegression.html
npROCRegression/inst/doc/npROCRegression.R
npROCRegression/src
npROCRegression/src/npROCRegression.f90
npROCRegression/NAMESPACE
npROCRegression/NEWS
npROCRegression/data
npROCRegression/data/endosim.rda
npROCRegression/R
npROCRegression/R/print.summary.DNPROCreg.R
npROCRegression/R/summary.INPROCreg.R
npROCRegression/R/ROC.s.R
npROCRegression/R/plot.DNPROCreg.R
npROCRegression/R/DNPROCreg.R
npROCRegression/R/print.INPROCreg.R
npROCRegression/R/controlINPROCreg.R
npROCRegression/R/summary.DNPROCreg.R
npROCRegression/R/create.design.matrices.R
npROCRegression/R/plot.INPROCreg.R
npROCRegression/R/interpret.ROCformula.R
npROCRegression/R/controlDNPROCreg.R
npROCRegression/R/print.summary.INPROCreg.R
npROCRegression/R/print.DNPROCreg.R
npROCRegression/R/DNPROCregData.R
npROCRegression/R/INPROCreg.R
npROCRegression/vignettes
npROCRegression/vignettes/npROCRegression.Rmd
npROCRegression/vignettes/bib_npROCRegression.bib
npROCRegression/MD5
npROCRegression/build
npROCRegression/build/vignette.rds
npROCRegression/DESCRIPTION
npROCRegression/man
npROCRegression/man/plot.DNPROCreg.Rd
npROCRegression/man/endosim.Rd
npROCRegression/man/controlDNPROCreg.Rd
npROCRegression/man/DNPROCreg.Rd
npROCRegression/man/DNPROCregData.Rd
npROCRegression/man/summary.INPROCreg.Rd
npROCRegression/man/INPROCreg.Rd
npROCRegression/man/npROCRegression-package.Rd
npROCRegression/man/print.DNPROCreg.Rd
npROCRegression/man/summary.DNPROCreg.Rd
npROCRegression/man/print.INPROCreg.Rd
npROCRegression/man/plot.INPROCreg.Rd
npROCRegression/man/controlINPROCreg.Rd