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Phân tích Kaplan-Meier theo cặp×Cox proportional hazards×
Lĩnh vựcDịch tễ họcDịch tễ học
HọProcess / pipelineProcess / pipeline
Năm ra đời1958 (KM); matched application formalized 1980s–2000s1972
Người khởi xướngKaplan & Meier (KM method, 1958); matching extensions developed through propensity score methods (Rosenbaum & Rubin, 1983)Sir David Roxbee Cox
LoạiNonparametric survival analysis with observational confounder controlSemi-parametric regression model
Công trình gốcKaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457-481. DOI ↗Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society: Series B (Methodological), 34(2), 187–202. DOI ↗
Tên gọi khácKM analysis in matched cohorts, propensity-matched survival curves, matched survival analysis, paired Kaplan-MeierCox regression, Cox PH model, proportional hazards model, CPH
Liên quan65
Tóm tắtMatched Kaplan-Meier analysis estimates and compares survival functions in groups that have been pre-balanced through individual or propensity-score matching. By applying the Kaplan-Meier product-limit estimator to matched cohorts or matched pairs, investigators can visualize time-to-event outcomes while controlling for confounders that would otherwise distort treatment or exposure comparisons in observational data.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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ScholarGateSo sánh phương pháp: Matched Kaplan-Meier Analysis · Cox proportional hazards. Truy cập ngày 2026-06-19 từ https://scholargate.app/vi/compare