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Régression proportionnelle des risques de Cox×Modèle de fragilité partagée pour données de survie groupées×
DomaineAnalyse de survieAnalyse de survie
FamilleSurvival analysisSurvival analysis
Année d'origine19721979
Auteur d'origineCox, D. R.Vaupel, J.W., Manton, K.G. & Stallard, E.
TypeSemi-parametric hazard regression modelRandom effects survival model
Source fondatriceCox, D. R. (1972). Regression Models and Life-Tables. Journal of the Royal Statistical Society: Series B, 34(2), 187–202. DOI ↗Vaupel, J.W., Manton, K.G. & Stallard, E. (1979). The Impact of Heterogeneity in Individual Frailty on the Dynamics of Mortality. Demography, 16(3), 439–454. DOI ↗
Aliascox ph model, proportional hazards model, cox ph regression, Cox Orantılı Tehlikeler Regresyonushared frailty model, random effects survival model, Frailty Modeli (Paylaşılan Kırılganlık)
Apparentées33
RésuméCox 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.The shared frailty model, introduced by Vaupel, Manton, and Stallard in 1979, extends standard survival regression by incorporating a random effect — the 'frailty' — that captures unobserved heterogeneity among subjects or clusters. When survival outcomes are measured on individuals who share a common environment (patients in the same hospital, members of the same family, animals in the same litter), a frailty term accounts for the within-cluster dependence that ordinary Cox regression ignores.
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ScholarGateComparer des méthodes: Cox Regression · Frailty Model. Consulté le 2026-06-19 sur https://scholargate.app/fr/compare