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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>) and (Moradian H, Larocque D and Bellavance F (2017) <doi:10.1007/s10985-016-9372-1>) for different evaluation metrics.
Version: | 0.5.0 |
Imports: | survminer, stats, survival, MASS, pec, randomForestSRC |
Suggests: | knitr, rmarkdown, caret, ggplot2, ggpubr, testthat (≥ 3.0.0) |
Published: | 2022-09-03 |
DOI: | 10.32614/CRAN.package.SurvMetrics |
Author: | Hanpu Zhou [aut, cre], Xuewei Cheng [aut], Sizheng Wang [aut], Yi Zou [aut], Hong Wang [aut] |
Maintainer: | Hanpu Zhou <zhouhanpu at csu.edu.cn> |
BugReports: | https://github.com/skyee1/SurvMetrics/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://github.com/skyee1/SurvMetrics |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | SurvMetrics results |
Reference manual: | SurvMetrics.pdf |
Vignettes: |
SurvMetrics-vignette |
Package source: | SurvMetrics_0.5.0.tar.gz |
Windows binaries: | r-devel: SurvMetrics_0.5.0.zip, r-release: SurvMetrics_0.5.0.zip, r-oldrel: SurvMetrics_0.5.0.zip |
macOS binaries: | r-release (arm64): SurvMetrics_0.5.0.tgz, r-oldrel (arm64): SurvMetrics_0.5.0.tgz, r-release (x86_64): SurvMetrics_0.5.0.tgz, r-oldrel (x86_64): SurvMetrics_0.5.0.tgz |
Old sources: | SurvMetrics archive |
Reverse suggests: | aorsf |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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