parTimeROC: Parametric Time-Dependent Receiver Operating Characteristic

Producing the time-dependent receiver operating characteristic (ROC) curve through parametric approaches. Tools for generating random data, fitting, predicting and check goodness of fit are prepared. The methods are developed from the theoretical framework of proportional hazard model and copula functions. Using this package, users can now simulate parametric time-dependent ROC and run experiment to understand the behavior of the curve under different scenario.

Version: 0.1.0
Depends: R (≥ 3.4.0)
Imports: methods, moments, RcppParallel (≥ 5.0.1), Rcpp (≥ 0.12.0), rstan (≥ 2.18.1), rstantools (≥ 2.3.1), cubature, DescTools, flexsurv (≥ 2.2.2), graphics, Matrix, mvtnorm, sn (≥ 2.1.1), stats, survival (≥ 3.5.5), VineCopula (≥ 2.4.5)
LinkingTo: BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0)
Suggests: spelling, testthat (≥ 3.0.0)
Published: 2024-06-14
DOI: 10.32614/CRAN.package.parTimeROC
Author: Faiz Azhar ORCID iD [aut, cre, cph]
Maintainer: Faiz Azhar <faiz.azhar241 at gmail.com>
License: MIT + file LICENSE
NeedsCompilation: yes
SystemRequirements: GNU make
Language: en-US
Materials: README NEWS
CRAN checks: parTimeROC results

Documentation:

Reference manual: parTimeROC.pdf

Downloads:

Package source: parTimeROC_0.1.0.tar.gz
Windows binaries: r-devel: parTimeROC_0.1.0.zip, r-release: parTimeROC_0.1.0.zip, r-oldrel: parTimeROC_0.1.0.zip
macOS binaries: r-devel (arm64): parTimeROC_0.1.0.tgz, r-release (arm64): parTimeROC_0.1.0.tgz, r-oldrel (arm64): parTimeROC_0.1.0.tgz, r-devel (x86_64): parTimeROC_0.1.0.tgz, r-release (x86_64): parTimeROC_0.1.0.tgz, r-oldrel (x86_64): parTimeROC_0.1.0.tgz

Linking:

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