CRAN/E | SurvMetrics

SurvMetrics

Predictive Evaluation Metrics in Survival Analysis

Installation

About

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.

github.com/skyee1/SurvMetrics
Bug report File report

Key Metrics

Version 0.5.0
Published 2022-09-03 601 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks SurvMetrics results

Downloads

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Maintainer

Maintainer

Hanpu Zhou

zhouhanpu@csu.edu.cn

Authors

Hanpu Zhou

aut / cre

Xuewei Cheng

aut

Sizheng Wang

aut

Yi Zou

aut

Hong Wang

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

SurvMetrics-vignette

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SurvMetrics archive

Imports

survminer
stats
survival
MASS
pec
randomForestSRC

Suggests

knitr
rmarkdown
caret
ggplot2
ggpubr
testthat ≥ 3.0.0