Package: survC 0.1.0

Minhyuk Kim
survC: Survival Model Validation Utilities
Provides helper functions to compute linear predictors, time-dependent ROC curves, and Harrell's concordance index for Cox proportional hazards models.
Authors:
survC_0.1.0.tar.gz
survC_0.1.0.zip(r-4.7)survC_0.1.0.zip(r-4.6)survC_0.1.0.zip(r-4.5)
survC_0.1.0.tgz(r-4.6-any)survC_0.1.0.tgz(r-4.5-any)
survC_0.1.0.tar.gz(r-4.7-any)survC_0.1.0.tar.gz(r-4.6-any)
survC_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
survC/json (API)
| # Install 'survC' in R: |
| install.packages('survC', repos = c('https://newjoseph.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/newjoseph/survc/issues
Pkgdown/docs site:https://newjoseph.github.io
Last updated from:ff14757616. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 178 | ||
| source / vignettes | OK | 221 | ||
| linux-release-x86_64 | NOTE | 163 | ||
| macos-release-arm64 | NOTE | 130 | ||
| macos-oldrel-arm64 | NOTE | 128 | ||
| windows-devel | NOTE | 151 | ||
| windows-release | NOTE | 96 | ||
| windows-oldrel | NOTE | 92 | ||
| wasm-release | OK | 173 |
Exports:calc_risk_scorecindex_calctdroc_calcvalidation_report
Dependencies:askpassbackportsbase64encbslibcachemcellrangercheckmatecliclustercmprskcodetoolscolorspacecpp11crayondata.tablediagramdigestdoParalleldplyrevaluatefarverfastmapfontawesomefontBitstreamVerafontLiberationfontquiverforeachforeignFormulafsfuturefuture.applygdtoolsgenericsggplot2glmnetglobalsgluegridExtragtablehighrHmischmshtmlTablehtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvmagrittrMASSMatrixMatrixModelsmemoisemetsmimemultcompmvtnormnlmennetnumDerivofficeropensslparallellypecpillarpkgconfigplotrixpolsplineprettyunitsprodlimprogressprogressrPublishpurrrquantregR6raggrangerrappdirsRColorBrewerRcppRcppArmadilloRcppEigenreadxlrematchriskRegressionrlangrmarkdownrmsrpartrstudioapirvgS7sandwichsassscalesshapeSparseMSQUAREMstringistringrsurvivalsyssystemfontstextshapingTH.datatibbletidyrtidyselecttimeregtimeROCtinytexutf8uuidvctrsviridisLitewithrxfunxml2yamlzipzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Compute risk scores from a fitted survival model | calc_risk_score |
| Calculate Harrell's C-index with 95% CI | cindex_calc |
| Calculate time-dependent ROC and AUC | tdroc_calc |
| Generate survival model validation report | validation_report |