Package: NestMRMC 1.0
NestMRMC: Single Reader Between-Cases AUC Estimator with Nested Data
This repository provide the R package for the methods in paper: Single Reader Between-Cases AUC Estimator with Nested Data. Statistical Methods in Medical Research. https://doi.org/10.1177/09622802221111539.
Authors:
NestMRMC_1.0.tar.gz
NestMRMC_1.0.zip(r-4.7)NestMRMC_1.0.zip(r-4.6)NestMRMC_1.0.zip(r-4.5)
NestMRMC_1.0.tgz(r-4.6-x86_64)NestMRMC_1.0.tgz(r-4.6-arm64)NestMRMC_1.0.tgz(r-4.5-x86_64)NestMRMC_1.0.tgz(r-4.5-arm64)
NestMRMC_1.0.tar.gz(r-4.7-arm64)NestMRMC_1.0.tar.gz(r-4.7-x86_64)NestMRMC_1.0.tar.gz(r-4.6-arm64)NestMRMC_1.0.tar.gz(r-4.6-x86_64)
NestMRMC_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
NestMRMC/json (API)
| # Install 'NestMRMC' in R: |
| install.packages('NestMRMC', repos = c('https://didsr.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/didsr/nestmrmc/issues
Last updated from:7c070e72d7. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 143 | ||
| linux-devel-x86_64 | OK | 163 | ||
| source / vignettes | OK | 168 | ||
| linux-release-arm64 | OK | 128 | ||
| linux-release-x86_64 | OK | 134 | ||
| macos-release-arm64 | OK | 163 | ||
| macos-release-x86_64 | OK | 225 | ||
| macos-oldrel-arm64 | OK | 239 | ||
| macos-oldrel-x86_64 | OK | 270 | ||
| windows-devel | OK | 128 | ||
| windows-release | OK | 132 | ||
| windows-oldrel | OK | 134 | ||
| wasm-release | OK | 96 |
Exports:AUC_per_reader_nestdata_MRMCsimu_configtrue_AUC_var_abitrarytrue_AUC_var_abitrary_Rcpp
Dependencies:clidplyrgenericsglueiMRMClatticelifecyclemagrittrMatrixmvtnormpillarpkgconfigR6Rcpprlangtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Function for calculating 2 reader AUC covariance | AUC_cov_2reader_nest |
| MRMC analysis in nested data problem | AUC_per_reader_nest |
| covariance 8th moment middle calculation part one | cov_m8_f1 |
| covariance 8th moment middle calculation part two | cov_m8_f2 |
| Simulation function | data_MRMC |
| Delete diagonal term function | delete_diag |
| function for calculating the 11th moment | m11_f |
| function for calculating the 8th moment | m8_f |
| Configuration function | simu_config |
| Calculate the success score | success_score |
| sum the diagonal terms | sum_diag |
| Calculate the between-cases AUC estimator's theoretical variance and covariance | true_AUC_var_abitrary |
| Calculate the between-cases AUC estimator's theoretical variance and covariance | true_AUC_var_abitrary_Rcpp |
| Calculate the each moments coefficient in variance | var_coef |
