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Estimateur de risque cumulé de Nelson-Aalen×Régression proportionnelle des risques de Cox×
DomaineAnalyse de survieAnalyse de survie
FamilleSurvival analysisSurvival analysis
Année d'origine19721972
Auteur d'origineWayne Nelson & Odd AalenCox, D. R.
TypeNon-parametric cumulative hazard estimatorSemi-parametric hazard regression model
Source fondatriceNelson, W. (1972). Theory and applications of hazard plotting for censored failure data. Technometrics, 14(4), 945–966. DOI ↗Cox, D. R. (1972). Regression Models and Life-Tables. Journal of the Royal Statistical Society: Series B, 34(2), 187–202. DOI ↗
AliasNelson-Aalen cumulative hazard, Aalen estimator, empirical cumulative hazard, Nelson-Aalen kümülatif hazard tahmincisicox ph model, proportional hazards model, cox ph regression, Cox Orantılı Tehlikeler Regresyonu
Apparentées53
RésuméThe Nelson-Aalen estimator is a non-parametric estimator of the cumulative hazard function from right-censored time-to-event data. Developed by Wayne Nelson for reliability hazard plotting in 1972 and placed on a rigorous counting-process foundation by Odd Aalen in 1978, it accumulates the ratio of observed events to the number at risk at each event time, providing the natural hazard-scale companion to the Kaplan-Meier survival curve.Cox proportional hazards regression, introduced by D. R. Cox in 1972, is a semi-parametric model that estimates how one or more covariates affect the hazard — the instantaneous rate of experiencing an event — while leaving the baseline hazard function unspecified. It is the standard multivariable method in survival analysis and produces hazard ratios that quantify the relative risk associated with each predictor.
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ScholarGateComparer des méthodes: Nelson-Aalen Estimator · Cox Regression. Consulté le 2026-06-18 sur https://scholargate.app/fr/compare