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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 |
Maintainer: | Hongfei Du <hongfei at gwmail.gwu.edu> |
License: | CC0 |
NeedsCompilation: | yes |
CRAN checks: | NestMRMC results |
Reference manual: | NestMRMC.pdf |
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 |
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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.
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