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)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

On CRAN:

Conda:

4.76 score 1 packages 103 scripts 3.7k downloads 11 exports 150 dependencies

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

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING210
source / vignettesERROR248
linux-release-x86_64WARNING207
macos-release-arm64WARNING183
macos-oldrel-arm64WARNING230
windows-develWARNING131
windows-releaseWARNING146
windows-oldrelWARNING153
wasm-releaseOK159

Exports:BrierCindexCindexCRGtIAEISEIBSMAESDGM1SDGM2SDGM3SDGM4

Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDatacheckmatecliclustercmprskcodetoolscolorspacecommonmarkcorrplotcowplotcpp11curldata.tableDerivdiagramdigestdoBydoParalleldplyrevaluateexactRankTestsfarverfastmapfontawesomeforeachforecastforeignFormulafracdifffsfuturefuture.applygenericsggplot2ggpubrggrepelggsciggsignifggtextglmnetglobalsgluegridExtragridtextgtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobanditeratorsjpegjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvlitedownlme4lmtestmagrittrmarkdownMASSMatrixMatrixModelsmaxstatmemoisemetsmgcvmicrobenchmarkmimeminqamodelrmultcompmvtnormnlmenloptrnnetnumDerivparallellypbkrtestpecpillarpkgconfigplotrixpngpolsplinepolynomprodlimprogressrPublishpurrrquantregR6rangerrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasriskRegressionrlangrmarkdownrmsrpartrstatixrstudioapiS7sandwichsassscalesshapeSparseMSQUAREMstringistringrsurvivalsurvminerTH.datatibbletidyrtidyselecttimeDatetimeregtinytexurcautf8vctrsviridisLitewithrxfunxml2yamlzoo