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Coxi proportsionaalse ohutuse regressioon×Jagatud fraktiilsusmudel klastrite ellujäämusandmete jaoks×
ValdkondElukestusanalüüsElukestusanalüüs
PerekondSurvival analysisSurvival analysis
Tekkeaasta19721979
LoojaCox, D. R.Vaupel, J.W., Manton, K.G. & Stallard, E.
TüüpSemi-parametric hazard regression modelRandom effects survival model
AlgallikasCox, 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 ↗
Rööpnimetusedcox ph model, proportional hazards model, cox ph regression, Cox Orantılı Tehlikeler Regresyonushared frailty model, random effects survival model, Frailty Modeli (Paylaşılan Kırılganlık)
Seotud33
KokkuvõteCox 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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ScholarGateVõrdle meetodeid: Cox Regression · Frailty Model. Loetud 2026-06-19 aadressilt https://scholargate.app/et/compare