survcomp: an R/Bioconductor package for performance assessment and comparison of survival models
survcomp: an R/Bioconductor package for performance assessment and comparison of survival models
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DOI：
10.1093/bioinformatics/btr511
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发表时间：
2011-11-15
期刊：
影响因子：
5.8
通讯作者：
Haibe-Kains, Benjamin
中科院分区：
文献类型：
--
作者：
Schroeder, Markus S.;Culhane, Aedin C.;Haibe-Kains, Benjamin
survcomp包提供了评估和统计比较生存/风险预测模型性能的功能。它实现了最先进的统计技术，以（i）衡量风险预测模型的性能;（ii）使用元分析框架将来自多个数据集的这些统计估计值联合收割机结合起来;以及（iii）统计比较竞争模型的性能。
The survcomp package provides functions to assess and statistically compare the performance of survival/risk prediction models. It implements state-of-the-art statistics to (i) measure the performance of risk prediction models; (ii) combine these statistical estimates from multiple datasets using a meta-analytical framework; and (iii) statistically compare the performance of competitive models.