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NestMRMC: Single Reader Between-Cases AUC Estimator in Nested Data

This R package provides a calculation of between-cases AUC estimate, corresponding covariance, and variance estimate in the nested data problem. Also, the package has the function to simulate the nested data. The calculated between-cases AUC estimate is used to evaluate the reader's diagnostic performance in clinical tasks with nested data. For more details on the above methods, please refer to the paper by H Du, S Wen, Y Guo, F Jin, BD Gallas (2022) <doi:10.1177/09622802221111539>.

Version:1.0
Depends:R (≥ 3.5.0)
Imports:magrittr,dplyr,mvtnorm,iMRMC,Rcpp
LinkingTo:Rcpp
Published:2022-10-21
DOI:10.32614/CRAN.package.NestMRMC
Author:Hongfei DuORCID iD [aut, cre]
Maintainer:Hongfei Du <hongfei at gwmail.gwu.edu>
License:CC0
NeedsCompilation:yes
CRAN checks:NestMRMC results

Documentation:

Reference manual:NestMRMC.html ,NestMRMC.pdf

Downloads:

Package source: NestMRMC_1.0.tar.gz
Windows binaries: r-devel:NestMRMC_1.0.zip, r-release:NestMRMC_1.0.zip, r-oldrel:NestMRMC_1.0.zip
macOS binaries: r-release (arm64):NestMRMC_1.0.tgz, r-oldrel (arm64):NestMRMC_1.0.tgz, r-release (x86_64):NestMRMC_1.0.tgz, r-oldrel (x86_64):NestMRMC_1.0.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=NestMRMCto link to this page.


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