Package: psbcSpeedUp 2.1.1
psbcSpeedUp: Penalized Semiparametric Bayesian Cox Models
Algorithms to speed up the Bayesian Lasso Cox model (Lee et al., Int J Biostat, 2011 <doi:10.2202/1557-4679.1301>) and the Bayesian Lasso Cox with mandatory variables (Zucknick et al. Biometrical J, 2015 <doi:10.1002/bimj.201400160>).
Authors:
psbcSpeedUp_2.1.1.tar.gz
psbcSpeedUp_2.1.1.zip(r-4.7)psbcSpeedUp_2.1.1.zip(r-4.6)psbcSpeedUp_2.1.1.zip(r-4.5)
psbcSpeedUp_2.1.1.tgz(r-4.6-x86_64)psbcSpeedUp_2.1.1.tgz(r-4.6-arm64)psbcSpeedUp_2.1.1.tgz(r-4.5-x86_64)psbcSpeedUp_2.1.1.tgz(r-4.5-arm64)
psbcSpeedUp_2.1.1.tar.gz(r-4.7-arm64)psbcSpeedUp_2.1.1.tar.gz(r-4.7-x86_64)psbcSpeedUp_2.1.1.tar.gz(r-4.6-arm64)psbcSpeedUp_2.1.1.tar.gz(r-4.6-x86_64)
psbcSpeedUp_2.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
psbcSpeedUp/json (API)
NEWS
| # Install 'psbcSpeedUp' in R: |
| install.packages('psbcSpeedUp', repos = c('https://ocbe-uio.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ocbe-uio/psbcspeedup/issues
- exampleData - Simulated data set
bayesian-cox-modelsbayesian-lassoomics-datasurvival-analysisopenblascppopenmp
Last updated from:502743f25d. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 195 | ||
| linux-devel-x86_64 | OK | 200 | ||
| source / vignettes | OK | 366 | ||
| linux-release-arm64 | OK | 193 | ||
| linux-release-x86_64 | OK | 211 | ||
| macos-release-arm64 | OK | 150 | ||
| macos-release-x86_64 | OK | 233 | ||
| macos-oldrel-arm64 | OK | 123 | ||
| macos-oldrel-x86_64 | OK | 263 | ||
| windows-devel | OK | 184 | ||
| windows-release | OK | 159 | ||
| windows-oldrel | OK | 248 | ||
| wasm-release | OK | 145 |
Exports:plotBrierpsbcSpeedUp
Dependencies:backportsbase64encbslibcachemcheckmatecliclustercmprskcodetoolscolorspacecpp11crayondata.tablediagramdigestdoParalleldplyrevaluatefarverfastmapfontawesomeforcatsforeachforeignFormulafsfuturefuture.applygenericsGGallyggplot2ggstatsglmnetglobalsgluegridExtragtablehighrHmischmshtmlTablehtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvmagrittrMASSMatrixMatrixModelsmemoisemetsmimemultcompmvtnormnlmennetnumDerivparallellypatchworkpillarpkgconfigplotrixpolsplineprettyunitsprodlimprogressprogressrPublishpurrrquantregR6rangerrappdirsRColorBrewerRcppRcppArmadilloRcppEigenriskRegressionrlangrmarkdownrmsrpartrstudioapiS7sandwichsassscalesshapeSparseMSQUAREMstringistringrsurvivalTH.datatibbletidyrtidyselecttimeregtinytexutf8vctrsviridisLitewithrxfunyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| coef method for class 'psbcSpeedUp' | coef.psbcSpeedUp |
| Simulated data set | exampleData |
| create a plot of estimated coefficients | plot.psbcSpeedUp |
| Time-dependent Brier scores | plotBrier |
| Predict survival risk | predict.psbcSpeedUp |
| Function to Fit the Bayesian Cox Lasso Model | psbcSpeedUp |
