NestMRMC: Single Reader Between-Cases AUC Estimator in Nested Data (original) (raw)
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  [aut, cre] |
| Maintainer: | Hongfei Du |
| License: | CC0 |
| NeedsCompilation: | yes |
| CRAN checks: | NestMRMC results |
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