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) ) and (Moradian H, Larocque D and Bellavance F (2017) ) for different evaluation metrics.


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install.packages("SurvMetrics")

0.3.5 by Hanpu Zhou, a month ago


https://github.com/skyee1/SurvMetrics


Report a bug at https://github.com/skyee1/SurvMetrics/issues


Browse source code at https://github.com/cran/SurvMetrics


Authors: Hanpu Zhou [aut, cre] , Xuewei Cheng [aut] , Sizheng Wang [aut] , Yi Zou [aut] , Hong Wang [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports survminer, stats, survival, MASS

Suggests knitr, rmarkdown, randomForestSRC, caret, ggplot2, ggpubr, pec


See at CRAN