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Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Regresioni me Rreziqe Proporcionale të Cox×Modeli i përbashkët i dobësisë për të dhënat e mbijetesës së grumbulluar×
FushaAnaliza e mbijetesësAnaliza e mbijetesës
FamiljaSurvival analysisSurvival analysis
Viti i origjinës19721979
KrijuesiCox, D. R.Vaupel, J.W., Manton, K.G. & Stallard, E.
LlojiSemi-parametric hazard regression modelRandom effects survival model
Burimi themeluesCox, 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 ↗
Emërtime të tjeracox ph model, proportional hazards model, cox ph regression, Cox Orantılı Tehlikeler Regresyonushared frailty model, random effects survival model, Frailty Modeli (Paylaşılan Kırılganlık)
Të lidhura33
PërmbledhjaCox 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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ScholarGateKrahasoni metodat: Cox Regression · Frailty Model. Marrë më 2026-06-20 nga https://scholargate.app/sq/compare