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

Documentation:

Reference manual: 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 form https://CRAN.R-project.org/package=NestMRMC to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.