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Régression des risques proportionnels de Cox rétrospective×Analyse de Kaplan-Meier×
DomaineÉpidémiologieÉpidémiologie
FamilleProcess / pipelineProcess / pipeline
Année d'origine19721958
Auteur d'origineDavid R. CoxEdward L. Kaplan and Paul Meier
TypeSemi-parametric survival regressionNonparametric survival estimator
Source fondatriceCox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society, Series B, 34(2), 187–220. DOI ↗Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗
AliasCox PH regression (retrospective), retrospective Cox survival model, retrospective hazard regression, Cox model on historical dataKM analysis, KM estimator, product-limit estimator, Kaplan-Meier curve
Apparentées55
RésuméRetrospective Cox proportional hazards regression applies Cox's (1972) semi-parametric survival model to time-to-event data extracted from existing records — medical charts, administrative databases, registries, or biobanks. It estimates covariate-adjusted hazard ratios (HRs) without specifying the underlying baseline hazard, making it the dominant analytic tool when the investigator works backward from already-recorded outcomes and exposures.Kaplan-Meier (KM) analysis is a nonparametric method for estimating the survival function from time-to-event data. Introduced by Kaplan and Meier in 1958, it produces the classic step-function survival curve that shows the probability of surviving beyond each observed event time, correctly accounting for censored observations — participants who left the study or had not yet experienced the event by the end of follow-up. It is one of the most widely used techniques in clinical and epidemiological research.
ScholarGateJeu de données
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ScholarGateComparer des méthodes: Retrospective Cox proportional hazards · Kaplan-Meier Analysis. Consulté le 2026-06-19 sur https://scholargate.app/fr/compare