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Model wspólnej kruchości dla sklastrowanych danych przeżycia×Model przeżycia z powtarzającymi się zdarzeniami×
DziedzinaAnaliza przeżyciaAnaliza przeżycia
RodzinaSurvival analysisSurvival analysis
Rok powstania19791981
TwórcaVaupel, J.W., Manton, K.G. & Stallard, E.Andersen & Gill (AG, 1982); Prentice, Williams & Peterson (PWP, 1981); Wei, Lin & Weissfeld (WLW, 1989)
TypRandom effects survival modelSemi-parametric hazard model for repeated events
Źródło pierwotneVaupel, 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 ↗Cook, R.J. & Lawless, J.F. (2007). The Statistical Analysis of Recurrent Events. Springer. DOI ↗
Inne nazwyshared frailty model, random effects survival model, Frailty Modeli (Paylaşılan Kırılganlık)Tekrarlayan Olay Modeli (Recurrent Events), Andersen-Gill model, AG model, Wei-Lin-Weissfeld model
Pokrewne34
PodsumowanieThe 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.A recurrent event model is a survival analysis extension, formalised through the landmark contributions of Prentice, Williams and Peterson (1981), Andersen and Gill (1982), and Wei, Lin and Weissfeld (1989), that models time-to-event data when the same event — such as a hospital readmission, disease relapse, or equipment failure — can occur multiple times in the same individual. The three principal frameworks are the Andersen-Gill (AG) model, the Prentice-Williams-Peterson (PWP) stratified model, and the Wei-Lin-Weissfeld (WLW) marginal model, each making different assumptions about within-subject dependence.
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ScholarGatePorównaj metody: Frailty Model · Recurrent Event Model. Pobrano 2026-06-17 z https://scholargate.app/pl/compare