This package is considered a duplicate. The official version of this package is found at:https://toduckhanh.r-universe.dev/bcROCsurface

Package: bcROCsurface 1.0-6

Duc-Khanh To

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.

Authors:Duc-Khanh To, with contributions from Monica Chiogna and Gianfranco Adimari

bcROCsurface_1.0-6.tar.gz
bcROCsurface_1.0-6.tar.gz(r-4.5-noble)bcROCsurface_1.0-6.tar.gz(r-4.4-noble)
bcROCsurface_1.0-6.tgz(r-4.4-emscripten)bcROCsurface_1.0-6.tgz(r-4.3-emscripten)
bcROCsurface.pdf |bcROCsurface.html✨
bcROCsurface/json (API)
NEWS

# Install 'bcROCsurface' in R:

install.packages('bcROCsurface', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/toduckhanh/bcrocsurface/issues

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3

Datasets:

EOC - A sub-data from Pre-PLCO Phase II Dataset

openblas cpp

2.45 score 14 scripts 299 downloads 2 mentions 10 exports 33 dependencies

Last updated 1 years agofrom:e739afc288. Checks:OK: 2. Indexed: no.

Target	Result	Date
Doc / Vignettes	OK	Dec 24 2024
R-4.5-linux-x86_64	OK	Dec 24 2024

Exports:asy_cov_tcf asy_var_vus cv_knn pre_data psglm rho_knn rho_mlogit rocs rocs.tcf vus_mar

Dependencies:base64enc boot bslib cachem cli digest evaluate fastmap fontawesome fs glue highr htmltools htmlwidgets jquerylib jsonlite knitr lifecycle magrittr memoise mime nnet R6 rappdirs Rcpp RcppArmadillo rgl rlang rmarkdown sass tinytex xfun yaml

Guide for use bcROCsurface

Khanh To Duc

Rendered fromexample.Rmdusingknitr::rmarkdownon Dec 24 2024.

Last update: 2023-09-09
Started: 2016-11-17

Citation

Readme and manuals

Help Manual

Help page	Topics
Bias-Corrected Methods for Estimating the ROC Surface of Continuous Diagnostic Tests	bcROCsurface-package bcROCsurface
Asymptotic variance-covariance estimation for True Class Fractions (TCFs) at the cut point (c_1, c_2)	asy_cov_tcf
Asymptotic variance estimation for VUS	asy_var_vus
Cross-validation for K nearest-neighbor regression	cv_knn
A sub-data from Pre-PLCO Phase II Dataset	EOC
Preparing monotone ordered disease classes	pre_data
Print summary results of VUS	print.vus_mar
Fitting verification models	psglm
K nearest-neighbor (KNN) regression	rho_knn
Fitting disease models via multinomial logistic models	rho_mlogit
Receiver operating characteristics surface for a continuous diagnostic test	rocs rocs.tcf ROCsurface
Estimation methods for volume under ROC surface (VUS) under MAR	vus_mar