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-4.5)NestMRMC_1.0.zip(r-4.4)NestMRMC_1.0.zip(r-4.3)
NestMRMC_1.0.tgz(r-4.4-x86_64)NestMRMC_1.0.tgz(r-4.4-arm64)NestMRMC_1.0.tgz(r-4.3-x86_64)NestMRMC_1.0.tgz(r-4.3-arm64)
NestMRMC_1.0.tar.gz(r-4.5-noble)NestMRMC_1.0.tar.gz(r-4.4-noble)
NestMRMC_1.0.tgz(r-4.4-emscripten)NestMRMC_1.0.tgz(r-4.3-emscripten)
NestMRMC.pdf |NestMRMC.html✨
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 2 years agofrom:7c070e72d7. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 12 2024 |
R-4.5-win-x86_64 | OK | Nov 12 2024 |
R-4.5-linux-x86_64 | OK | Nov 12 2024 |
R-4.4-win-x86_64 | OK | Nov 12 2024 |
R-4.4-mac-x86_64 | OK | Nov 12 2024 |
R-4.4-mac-aarch64 | OK | Nov 12 2024 |
R-4.3-win-x86_64 | OK | Nov 12 2024 |
R-4.3-mac-x86_64 | OK | Nov 12 2024 |
R-4.3-mac-aarch64 | OK | Nov 12 2024 |
Exports:AUC_per_reader_nestdata_MRMCsimu_configtrue_AUC_var_abitrarytrue_AUC_var_abitrary_Rcpp
Dependencies:clidplyrfansigenericsglueiMRMClatticelifecyclemagrittrMatrixmvtnormpillarpkgconfigR6Rcpprlangtibbletidyselectutf8vctrswithr
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 |