Package: survAUC 1.4-0
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_1.4-0.tar.gz
survAUC_1.4-0.tar.gz(r-4.7-arm64)survAUC_1.4-0.tar.gz(r-4.7-x86_64)survAUC_1.4-0.tar.gz(r-4.6-arm64)survAUC_1.4-0.tar.gz(r-4.6-x86_64)
survAUC_1.4-0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
survAUC/json (API)
NEWS
| # Install 'survAUC' in R: |
| install.packages('survAUC', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/fbertran/survauc/issues
Pkgdown/docs site:https://fbertran.github.io
Last updated from:a5959c73ca. Checks:6 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 136 | ||
| linux-devel-x86_64 | OK | 145 | ||
| source / vignettes | OK | 244 | ||
| linux-release-arm64 | OK | 131 | ||
| linux-release-x86_64 | OK | 148 | ||
| wasm-release | OK | 123 |
Exports:AUC.cdAUC.hcAUC.shAUC.unoBeggCGHCIIntAUCNagelkOXSpredErrschempersens.shsens.unospec.shspec.unoUnoCXO
Dependencies:backportsbase64encbslibcachemcheckmatecliclustercodetoolscolorspacecpp11data.tabledigestevaluatefarverfastmapfontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixMatrixModelsmemoisemimemultcompmvtnormnlmennetpolsplinequantregR6rappdirsRColorBrewerrlangrmarkdownrmsrpartrstudioapiS7sandwichsassscalesSparseMstringistringrsurvivalTH.datatinytexvctrsviridisLitewithrxfunyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| C-statistic by Begg et al. | BeggC |
| Gonen and Heller's Concordance Index for Cox models | GHCI |
| Integration of time-dependent AUC curves | IntAUC |
| Plot method for survAUC and survErr Objects | plot.survAUC plot.survErr plot_survAUC_survErr |
| Distance-based estimators of survival predictive accuracy | predErr |
| R2-type Coefficients for Cox proportional hazards models | Nagelk OXS R2_type_Coef XO |
| Distance-based estimator of survival predictive accuracy proposed by Schemper and Henderson | schemper |
| AUC estimator proposed by Chambless and Diao | AUC.cd survAUC_ChamDiao |
| AUC estimator proposed by Hung and Chiang | AUC.hc survAUC_HungChiang |
| AUC estimator proposed by Song and Zhou | AUC.sh sens.sh spec.sh survAUC_SongZhou |
| AUC estimator proposed by Uno et al. | AUC.uno sens.uno spec.uno survAUC_Uno |
| C-statistic by Uno et al. | UnoC |
