Package: parTimeROC 0.1.0

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.

Authors:Faiz Azhar [aut, cre, cph]

parTimeROC_0.1.0.tar.gz
parTimeROC_0.1.0.zip(r-4.5)parTimeROC_0.1.0.zip(r-4.4)parTimeROC_0.1.0.zip(r-4.3)
parTimeROC_0.1.0.tgz(r-4.5-x86_64)parTimeROC_0.1.0.tgz(r-4.5-arm64)parTimeROC_0.1.0.tgz(r-4.4-x86_64)parTimeROC_0.1.0.tgz(r-4.4-arm64)parTimeROC_0.1.0.tgz(r-4.3-x86_64)parTimeROC_0.1.0.tgz(r-4.3-arm64)
parTimeROC_0.1.0.tar.gz(r-4.5-noble)parTimeROC_0.1.0.tar.gz(r-4.4-noble)
parTimeROC.pdf |parTimeROC.html
parTimeROC/json (API)
NEWS

# Install 'parTimeROC' in R:
install.packages('parTimeROC', repos = c('https://faizazhar.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/faizazhar/partimeroc/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

cpp

3.40 score 1 stars 3 scripts 163 downloads 9 exports 117 dependencies

Last updated 6 months agofrom:710e3e64ec. Checks:7 OK, 4 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 02 2025
R-4.5-win-x86_64OKMar 02 2025
R-4.5-mac-x86_64OKMar 02 2025
R-4.5-mac-aarch64OKMar 02 2025
R-4.5-linux-x86_64OKMar 02 2025
R-4.4-win-x86_64OKMar 02 2025
R-4.4-mac-x86_64NOTEMar 02 2025
R-4.4-mac-aarch64NOTEMar 02 2025
R-4.3-win-x86_64OKMar 02 2025
R-4.3-mac-x86_64NOTEMar 02 2025
R-4.3-mac-aarch64NOTEMar 02 2025

Exports:get.copulaget.distributionsrate_changertimeroctimeroc_auctimeroc_fittimeroc_goftimeroc_objtimeroc_predict

Dependencies:abindADGofTestaskpassassertthatbackportsbbmlebdsmatrixBHbitbit64bootcallrcellrangercheckmateclassclicliprcolorspacecpp11crayoncubaturecurldata.tabledescDescToolsdeSolvedistributionaldplyre1071ExactexpmfansifarverfastGHQuadflexsurvforcatsgenericsggplot2gldgluegridExtragtablehavenhmshttrinlineisobandjsonlitelabelinglatticelifecyclelmomloomagrittrMASSMatrixMatrixModelsmatrixStatsmgcvmimemnormtmomentsmstatemuhazmunsellmvtnormnlmenumDerivopensslpillarpkgbuildpkgconfigposteriorprettyunitsprocessxprogressproxypspurrrquadprogquantregQuickJSRR6RColorBrewerRcppRcppArmadilloRcppEigenRcppParallelreadrreadxlrematchrlangrootSolverstanrstantoolsrstpm2rstudioapiscalessnSparseMStanHeadersstatmodstringistringrsurvivalsystensorAtibbletidyrtidyselecttzdbutf8vctrsVineCopulaviridisLitevroomwithr

Readme and manuals

Help Manual

Help pageTopics
The 'parTimeROC' package.parTimeROC-package parTimeROC
get.copulaget.copula
get.distributionsget.distributions
print.fitTROCprint.fitTROC
print.TimeROCprint.TimeROC
rate_changerate_change
rtimerocrtimeroc
timeroc_auctimeroc_auc
timeroc_fittimeroc_fit
timeroc_goftimeroc_gof
timeroc_objtimeroc_obj
timeroc_predicttimeroc_predict