SurvMetrics

SurvMetrics-package

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) tools:::Rd_expr_doi("10.1214/08-AOAS169")) , (Moradian H, Larocque D and Bellavance F (2017) tools:::Rd_expr_doi("10.1007/s10985-016-9372-1")), (Hanpu Zhou, Hong Wang, Sizheng Wang and Yi Zou (2023) tools:::Rd_expr_doi("10.32614/rj-2023-009")) for different evaluation metrics.

internal

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.

Hong Wang

Predictive Evaluation Metrics in Survival Analysis

Hanpu Zhou

Xuewei Cheng

Sizheng Wang

Yi Zou

SurvMetrics-package function

Maintainer: Hong Wang <a href="/link/wh%40csu.edu.cn?package=SurvMetrics&version=0.5.1" data-mini-rdoc="SurvMetrics::wh@csu.edu.cn">wh@csu.edu.cn</a>
Authors:<ul>
<li>Hanpu Zhou <a href="/link/974637739%40qq.com?package=SurvMetrics&version=0.5.1" data-mini-rdoc="SurvMetrics::974637739@qq.com">974637739@qq.com</a></li>
<li>Xuewei Cheng <a href="/link/xwcheng%40hunnu.edu.cn?package=SurvMetrics&version=0.5.1" data-mini-rdoc="SurvMetrics::xwcheng@hunnu.edu.cn">xwcheng@hunnu.edu.cn</a></li>
<li>Sizheng Wang <a href="/link/964555106%40qq.com?package=SurvMetrics&version=0.5.1" data-mini-rdoc="SurvMetrics::964555106@qq.com">964555106@qq.com</a></li>
<li>Yi Zou <a href="/link/2584695843%40qq.com?package=SurvMetrics&version=0.5.1" data-mini-rdoc="SurvMetrics::2584695843@qq.com">2584695843@qq.com</a></li>
</ul>

Author

SurvMetrics: Predictive Evaluation Metrics in Survival Analysis — SurvMetrics-package

Maintainer: Hong Wang <a href='mailto:wh@csu.edu.cn'>wh@csu.edu.cn</a>
Authors:<ul>
<li>Hanpu Zhou <a href='mailto:974637739@qq.com'>974637739@qq.com</a></li>
<li>Xuewei Cheng <a href='mailto:xwcheng@hunnu.edu.cn'>xwcheng@hunnu.edu.cn</a></li>
<li>Sizheng Wang <a href='mailto:964555106@qq.com'>964555106@qq.com</a></li>
<li>Yi Zou <a href='mailto:2584695843@qq.com'>2584695843@qq.com</a></li>
</ul>

SurvMetrics-package: SurvMetrics: Predictive Evaluation Metrics in Survival Analysis

Description

Arguments

Author

See Also