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

In SurvMetrics: Predictive Evaluation Metrics in Survival Analysis

SurvMetrics: Predictive Evaluation Metrics in Survival Analysis

Description

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

Author(s)

Maintainer: Hong Wang [e-mail]

Authors:

• Hanpu Zhou [e-mail]

• Xuewei Cheng [e-mail]

• Sizheng Wang [e-mail]

• Yi Zou [e-mail]

See Also

Useful links:

• https://github.com/whcsu/SurvMetrics

SurvMetrics documentation built on April 4, 2025, 5:03 a.m.