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前瞻性生存分析×Cox比例风险模型×
领域流行病学流行病学
方法族Process / pipelineProcess / pipeline
起源年份1958–1972 (foundational methods); prospective design emphasis formalized by 1980s1972
提出者Kaplan & Meier (estimator, 1958); Cox (proportional hazards model, 1972); prospective design formalised in modern clinical epidemiologySir David Roxbee Cox
类型Longitudinal observational or experimental study design with time-to-event analysisSemi-parametric regression model
开创性文献Kleinbaum, D. G., & Klein, M. (2012). Survival Analysis: A Self-Learning Text (3rd ed.). Springer. ISBN: 978-1441966452Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society: Series B (Methodological), 34(2), 187–202. DOI ↗
别名prospective time-to-event analysis, prospective failure-time analysis, forward-looking survival study, prospective event-time studyCox regression, Cox PH model, proportional hazards model, CPH
相关55
摘要Prospective survival analysis is a longitudinal study design in which participants are enrolled before the event of interest occurs, followed forward in time under standardised conditions, and analysed using survival-analytic methods to estimate the time until a defined clinical endpoint — such as death, disease recurrence, or treatment failure. Because data are collected prospectively, exposure and covariate information are recorded before outcomes are known, substantially reducing recall and selection bias relative to retrospective approaches.The Cox proportional hazards model is a semi-parametric regression method that estimates the effect of one or more covariates on the hazard — the instantaneous rate of an event such as death, relapse, or failure — while making no assumption about the shape of the baseline hazard function. Introduced by David Cox in 1972, it is the dominant tool for multivariable survival analysis in clinical and epidemiological research.
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ScholarGate方法对比: Prospective Survival Analysis · Cox proportional hazards. 于 2026-06-20 检索自 https://scholargate.app/zh/compare