Package: SurvMetrics 0.5.1
SurvMetrics: Predictive Evaluation Metrics in Survival Analysis
An implementation of popular evaluation metrics that are commonly used in survival prediction including Concordance Index, Brier Score, Integrated Brier Score, Integrated Square Error, Integrated Absolute Error and Mean Absolute Error. For a detailed information, see (Ishwaran H, Kogalur UB, Blackstone EH and Lauer MS (2008) <doi:10.1214/08-AOAS169>) , (Moradian H, Larocque D and Bellavance F (2017) <doi:10.1007/s10985-016-9372-1>), (Hanpu Zhou, Hong Wang, Sizheng Wang and Yi Zou (2023) <doi:10.32614/rj-2023-009>) for different evaluation metrics.
Authors:
SurvMetrics_0.5.1.tar.gz
SurvMetrics_0.5.1.zip(r-4.7)SurvMetrics_0.5.1.zip(r-4.6)SurvMetrics_0.5.1.zip(r-4.5)
SurvMetrics_0.5.1.tgz(r-4.6-any)SurvMetrics_0.5.1.tgz(r-4.5-any)
SurvMetrics_0.5.1.tar.gz(r-4.7-any)SurvMetrics_0.5.1.tar.gz(r-4.6-any)
SurvMetrics_0.5.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
SurvMetrics/json (API)
NEWS
| # Install 'SurvMetrics' in R: |
| install.packages('SurvMetrics', repos = c('https://whcsu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/whcsu/survmetrics/issues
Last updated from:d5822d26c0. Checks:7 WARNING, 1 ERROR, 1 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | WARNING | 210 | ||
| source / vignettes | ERROR | 248 | ||
| linux-release-x86_64 | WARNING | 207 | ||
| macos-release-arm64 | WARNING | 183 | ||
| macos-oldrel-arm64 | WARNING | 230 | ||
| windows-devel | WARNING | 131 | ||
| windows-release | WARNING | 146 | ||
| windows-oldrel | WARNING | 153 | ||
| wasm-release | OK | 159 |
Exports:BrierCindexCindexCRGtIAEISEIBSMAESDGM1SDGM2SDGM3SDGM4
Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDatacheckmatecliclustercmprskcodetoolscolorspacecommonmarkcorrplotcowplotcpp11curldata.tableDerivdiagramdigestdoBydoParalleldplyrevaluateexactRankTestsfarverfastmapfontawesomeforeachforecastforeignFormulafracdifffsfuturefuture.applygenericsggplot2ggpubrggrepelggsciggsignifggtextglmnetglobalsgluegridExtragridtextgtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobanditeratorsjpegjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvlitedownlme4lmtestmagrittrmarkdownMASSMatrixMatrixModelsmaxstatmemoisemetsmgcvmicrobenchmarkmimeminqamodelrmultcompmvtnormnlmenloptrnnetnumDerivparallellypbkrtestpecpillarpkgconfigplotrixpngpolsplinepolynomprodlimprogressrPublishpurrrquantregR6rangerrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasriskRegressionrlangrmarkdownrmsrpartrstatixrstudioapiS7sandwichsassscalesshapeSparseMSQUAREMstringistringrsurvivalsurvminerTH.datatibbletidyrtidyselecttimeDatetimeregtinytexurcautf8vctrsviridisLitewithrxfunxml2yamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Brier | Brier |
| Concordance index for right censored survival time data | Cindex |
| Concordance index in the Presence of Competing Risks | CindexCR |
| Gt | Gt |
| IAEISE | IAEISE |
| IBS | IBS |
| Mean Absolute Error | MAE |
| SDGM1 | SDGM1 |
| SDGM2 | SDGM2 |
| SDGM3 | SDGM3 |
| SDGM4 | SDGM4 |
