Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| Модель виживаності при повторюваних подіях× | Модель спільної невидимості для кластеризованих даних виживаності× | |
|---|---|---|
| Галузь | Аналіз виживаності | Аналіз виживаності |
| Родина | Survival analysis | Survival analysis |
| Рік появи≠ | 1981 | 1979 |
| Автор методу≠ | Andersen & Gill (AG, 1982); Prentice, Williams & Peterson (PWP, 1981); Wei, Lin & Weissfeld (WLW, 1989) | Vaupel, J.W., Manton, K.G. & Stallard, E. |
| Тип≠ | Semi-parametric hazard model for repeated events | Random effects survival model |
| Основоположне джерело≠ | Cook, R.J. & Lawless, J.F. (2007). The Statistical Analysis of Recurrent Events. Springer. 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 ↗ |
| Інші назви≠ | Tekrarlayan Olay Modeli (Recurrent Events), Andersen-Gill model, AG model, Wei-Lin-Weissfeld model | shared frailty model, random effects survival model, Frailty Modeli (Paylaşılan Kırılganlık) |
| Пов'язані≠ | 4 | 3 |
| Підсумок≠ | 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. | 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. |
| ScholarGateНабір даних ↗ |
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