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:Hanpu Zhou [aut], Xuewei Cheng [aut], Sizheng Wang [aut], Yi Zou [aut], Hong Wang [aut, cre]

SurvMetrics_0.5.1.tar.gz
SurvMetrics_0.5.1.zip(r-4.7-any)SurvMetrics_0.5.1.zip(r-4.6-any)SurvMetrics_0.5.1.zip(r-4.5-any)
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✨
DESCRIPTION |NEWS
card.svg |card.png
SurvMetrics/json (API)

# 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

On CRAN:

Conda:

4.80 score 2 packages 104 scripts 2.0k downloads 11 exports 149 dependencies

Last updated from:d5822d26c0. Checks:7 WARNING, 1 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develWARNING202
source / vignettesERROR259
linux-releaseWARNING210
macos-releaseWARNING261
macos-oldrelWARNING195
windows-develWARNING98
windows-releaseWARNING107
windows-oldrelWARNING128
wasm-releaseOK148

Exports:BrierCindexCindexCRGtIAEISEIBSMAESDGM1SDGM2SDGM3SDGM4

Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDatacheckmatecliclustercmprskcodetoolscolorspacecommonmarkcorrplotcowplotcpp11curldata.tableDerivdiagramdigestdoBydoParalleldplyrevaluateexactRankTestsfarverfastmapfontawesomeforeachforecastforeignFormulafracdifffsfuturefuture.applygenericsggplot2ggpubrggrepelggsciggsignifggtextglmnetglobalsgluegridExtragridtextgtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobanditeratorsjpegjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvlitedownlme4lmtestmagrittrmarkdownMASSMatrixMatrixModelsmaxstatmemoisemetsmgcvmimeminqamodelrmultcompmvtnormnlmenloptrnnetnumDerivparallellypbkrtestpecpillarpkgconfigplotrixpngpolsplinepolynomprodlimprogressrPublishpurrrquantregR6rangerrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasriskRegressionrlangrmarkdownrmsrpartrstatixrstudioapiS7sandwichsassscalesshapeSparseMSQUAREMstringistringrsurvivalsurvminerTH.datatibbletidyrtidyselecttimeDatetimeregtinytexurcautf8vctrsviridisLitewithrxfunxml2yamlzoo