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Analisis Kaplan-Meier yang Dicocokkan×Model Regresi Bahaya Proporsional Cox×
BidangEpidemiologiEpidemiologi
KeluargaProcess / pipelineProcess / pipeline
Tahun asal1958 (KM); matched application formalized 1980s–2000s1972
PencetusKaplan & Meier (KM method, 1958); matching extensions developed through propensity score methods (Rosenbaum & Rubin, 1983)Sir David Roxbee Cox
TipeNonparametric survival analysis with observational confounder controlSemi-parametric regression model
Sumber perintisKaplan, 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 ↗
AliasKM analysis in matched cohorts, propensity-matched survival curves, matched survival analysis, paired Kaplan-MeierCox regression, Cox PH model, proportional hazards model, CPH
Terkait65
RingkasanMatched 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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ScholarGateBandingkan metode: Matched Kaplan-Meier Analysis · Cox proportional hazards. Diakses 2026-06-19 dari https://scholargate.app/id/compare