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.

Version: 0.5.1
Depends: R (≥ 3.5.0)
Imports: survminer, stats, survival, MASS, pec
Published: 2025年02月05日
Author: Hanpu Zhou [aut], Xuewei Cheng [aut], Sizheng Wang [aut], Yi Zou [aut], Hong Wang [aut, cre]
Maintainer: Hong Wang <wh at csu.edu.cn>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: SurvMetrics results

Documentation:

Reference manual: SurvMetrics.html , SurvMetrics.pdf

Downloads:

Windows binaries: r-devel: SurvMetrics_0.5.1.zip, r-release: SurvMetrics_0.5.1.zip, r-oldrel: SurvMetrics_0.5.1.zip
macOS binaries: r-release (arm64): SurvMetrics_0.5.1.tgz, r-oldrel (arm64): SurvMetrics_0.5.1.tgz, r-release (x86_64): SurvMetrics_0.5.1.tgz, r-oldrel (x86_64): SurvMetrics_0.5.1.tgz

Reverse dependencies:

Reverse imports: CPSM
Reverse suggests: aorsf

Linking:

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