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 |
| Author: |
Hongfei Du  [aut,
cre] |
| Maintainer: |
Hongfei Du <hongfei at gwmail.gwu.edu> |
| License: |
CC0 |
| NeedsCompilation: |
yes |
| CRAN checks: |
NestMRMC results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=NestMRMC
to link to this page.