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
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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)
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parTimeROC.pdf |parTimeROC.html✨
parTimeROC/json (API)
NEWS

Peer review:

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

On CRAN:

9 exports 1 stars 1.25 score 109 dependencies 3 scripts 132 downloads

Last updated 14 days agofrom:710e3e64ec. Checks:OK: 4 NOTE: 5. Indexed: yes.

Exports:get.copulaget.distributionsrate_changertimeroctimeroc_auctimeroc_fittimeroc_goftimeroc_objtimeroc_predict

Dependencies:abindADGofTestaskpassassertthatbackportsbbmlebdsmatrixBHbootcallrcellrangercheckmateclassclicolorspacecpp11crayoncubaturecurldata.tabledescDescToolsdeSolvedistributionaldplyre1071ExactexpmfansifarverfastGHQuadflexsurvgenericsggplot2gldgluegridExtragtablehmshttrinlineisobandjsonlitelabelinglatticelifecyclelmomloomagrittrMASSMatrixMatrixModelsmatrixStatsmgcvmimemnormtmomentsmstatemuhazmunsellmvtnormnlmenumDerivopensslpillarpkgbuildpkgconfigposteriorprettyunitsprocessxprogressproxypspurrrquadprogquantregQuickJSRR6RColorBrewerRcppRcppArmadilloRcppEigenRcppParallelreadxlrematchrlangrootSolverstanrstantoolsrstpm2rstudioapiscalessnSparseMStanHeadersstatmodstringistringrsurvivalsystensorAtibbletidyrtidyselectutf8vctrsVineCopulaviridisLitewithr