bcROCsurface: Bias-Corrected Methods for Estimating the ROC Surface of Continuous Diagnostic Tests
Version 1.0-1

The bias-corrected estimation methods for the receiver operating characteristics ROC surface and the volume under ROC surfaces (VUS) under missing at random (MAR) assumption.

AuthorKhanh To Duc, with contributions from Monica Chiogna and Gianfranco Adimari
Date of publication2016-11-17 14:34:33
MaintainerKhanh To Duc <toduc@stat.unipd.it>
LicenseGPL (>= 2)
Version1.0-1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("bcROCsurface")

Getting started

Package overview
Guide for Use bcROCsurface

Popular man pages

bcROCsurface-package: Bias-Corrected Methods for Estimating the ROC Surface of...
CVknn: Cross-validation for K nearest-neighbor regression
EOC: A sub-data from Pre-PLCO Phase II Dataset
preDATA: Preparing monotone ordered disease classes
print.vus: Print summary results of VUS
psglm: Fitting verification models
rhoMLogit: Fitting disease models via multinomial logistic models
See all...

All man pages Function index File listing

Man pages

asyCovTCF: Asymptotic variance-covariance estimation for True Class...
asyVarVUS: Asymptotic variance estimation for VUS
bcROCsurface-package: Bias-Corrected Methods for Estimating the ROC Surface of...
CVknn: Cross-validation for K nearest-neighbor regression
EOC: A sub-data from Pre-PLCO Phase II Dataset
preDATA: Preparing monotone ordered disease classes
print.vus: Print summary results of VUS
psglm: Fitting verification models
rhoKNN: K nearest-neighbor (KNN) regression
rhoMLogit: Fitting disease models via multinomial logistic models
ROCs: Receiver operating characteristics surface for a continuous...
vus: Estimation methods for volume under ROC surface (VUS)

Functions

CVknn Man page Source code
EOC Man page
EstFuncIE Source code
EstFuncIE_deriv Source code
EstFuncIPW Source code
EstFuncIPW_deriv Source code
EstFuncSPE Source code
EstFuncSPE_deriv Source code
ROCs Man page Source code
ROCs.tcf Man page Source code
ROCsurface Man page
asy.Cov.KNN Source code
asyCovTCF Man page Source code
asyVarVUS Man page Source code
asyVarVUS_C Source code
bcROCsurface Man page
bcROCsurface-package Man page
h_deriv Source code
mlogEstFunc Source code
piEstFunc Source code
pi_inv_deriv Source code
preDATA Man page Source code
print.vus Man page Source code
psglm Man page Source code
psknn Source code
rhoKNN Man page Source code
rhoMLogit Man page Source code
rho_deriv Source code
vus Man page Source code
vusC Source code

Files

inst
inst/doc
inst/doc/example.R
inst/doc/example.Rmd
inst/doc/example.html
src
src/Makevars
src/asy-vusMAR.cpp
src/vusMAR.cpp
src/Makevars.win
src/RcppExports.cpp
NAMESPACE
data
data/EOC.rda
R
R/verification-model.R
R/disease-model.R
R/preDisease.R
R/bcvusMAR.R
R/bcvusMAR-asyVAR.R
R/knnVAR.R
R/data-EOC.R
R/RcppExports.R
R/tcfVAR.R
R/cross-validation-KNN.R
R/ROCsurface.R
R/knnImputation.R
R/funs-deriv.R
vignettes
vignettes/example.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/print.vus.Rd
man/vus.Rd
man/preDATA.Rd
man/asyVarVUS.Rd
man/ROCs.Rd
man/rhoKNN.Rd
man/asyCovTCF.Rd
man/EOC.Rd
man/rhoMLogit.Rd
man/psglm.Rd
man/CVknn.Rd
man/bcROCsurface-package.Rd
bcROCsurface documentation built on May 19, 2017, 10:25 a.m.

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