Dynamic prediction and analysis based on restricted mean survival time in survival analysis with nonproportional hazards.

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作者： Zijing,Yang ^[1] ; Hongji,Wu ^[1] ; Yawen,Hou ^[2] ; Hao,Yuan ^[1] ; Zheng,Chen ^[3]

作者单位： Department of Biostatistics, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, P.R.China. ^[1] Department of Statistics, Jinan University, Guangzhou, P.R.China. ^[2] Department of Biostatistics, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, P.R.China. Electronic address: zheng-chen@hotmail.com. ^[3]

关键词 Conditional restricted mean survival time Dynamic prediction Nonproportional hazards Survival analysis Time-dependent covariates

主题词人类(Humans);预期寿命(Life Expectancy);比例危险度模型(Proportional Hazards Models);存活率分析(Survival Analysis);存活率(Survival Rate);治疗结果(Treatment Outcome)

DOI 10.1016/j.cmpb.2021.106155

PMID 34038865

发布时间 2021-08-02

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