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

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.

Author
Khanh To Duc, with contributions from Monica Chiogna and Gianfranco Adimari
Date of publication
2016-11-17 14:34:33
Maintainer
Khanh To Duc <toduc@stat.unipd.it>
License
GPL (>= 2)
Version
1.0-1

View on CRAN

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)

Files in this package

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