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 Du ORCID iD [aut, cre]
Maintainer: Hongfei Du <hongfei at>
License: CC0
NeedsCompilation: yes
CRAN checks: NestMRMC results


Reference manual: NestMRMC.pdf


Package source: NestMRMC_1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
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


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