Package: survAUC 1.3-0
Frederic Bertrand
survAUC: Estimators of Prediction Accuracy for Time-to-Event Data
Provides a variety of functions to estimate time-dependent true/false positive rates and AUC curves from a set of censored survival data.
Authors:
survAUC_1.3-0.tar.gz
survAUC_1.3-0.tar.gz(r-4.5-noble)survAUC_1.3-0.tar.gz(r-4.4-noble)
survAUC_1.3-0.tgz(r-4.4-emscripten)
survAUC.pdf |survAUC.html✨
survAUC/json (API)
NEWS
| # Install 'survAUC' in R: |
| install.packages('survAUC', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 months agofrom:f9bf3b81c6. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 09 2024 |
| R-4.5-linux-x86_64 | OK | Dec 09 2024 |
Exports:AUC.cdAUC.hcAUC.shAUC.unoBeggCGHCIIntAUCNagelkOXSpredErrschempersens.shsens.unospec.shspec.unoUnoCXO
Dependencies:backportsbase64encbslibcachemcheckmatecliclustercodetoolscolorspacedata.tabledigestevaluatefansifarverfastmapfontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixMatrixModelsmemoisemgcvmimemultcompmunsellmvtnormnlmennetpillarpkgconfigpolsplinequantregR6rappdirsRColorBrewerrlangrmarkdownrmsrpartrstudioapisandwichsassscalesSparseMstringistringrsurvivalTH.datatibbletinytexutf8vctrsviridisviridisLitewithrxfunyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| AUC estimator proposed by Chambless and Diao | AUC.cd |
| AUC estimator proposed by Hung and Chiang | AUC.hc |
| AUC estimator proposed by Song and Zhou | AUC.sh sens.sh spec.sh |
| AUC estimator proposed by Uno et al. | AUC.uno sens.uno spec.uno |
| C-statistic by Begg et al. | BeggC |
| Gonen and Heller's Concordance Index for Cox models | GHCI |
| Integration of time-dependent AUC curves | IntAUC |
| R2-type coefficients for Cox proportional hazards models | Nagelk OXS XO |
| Plot method for survAUC and survErr Objects | plot.survAUC plot.survErr |
| Distance-based estimators of survival predictive accuracy | predErr |
| Distance-based estimator of survival predictive accuracy proposed by Schemper and Henderson | schemper |
| C-statistic by Uno et al. | UnoC |
