Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| Мультицентровий аналіз конкуруючих ризиків× | Модель пропорційних ризиків Кокса× | |
|---|---|---|
| Галузь | Епідеміологія | Епідеміологія |
| Родина | Process / pipeline | Process / pipeline |
| Рік появи≠ | 1999 (Fine-Gray); extended to multicenter settings throughout 2000s–2010s | 1972 |
| Автор методу≠ | Fine & Gray (subdistribution hazard model); Prentice et al. (cause-specific hazard model) | Sir David Roxbee Cox |
| Тип≠ | Survival / time-to-event statistical analysis | Semi-parametric regression model |
| Основоположне джерело≠ | Fine, J. P., & Gray, R. J. (1999). A proportional hazards model for the subdistribution of a competing risk. Journal of the American Statistical Association, 94(446), 496–509. DOI ↗ | Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society: Series B (Methodological), 34(2), 187–202. DOI ↗ |
| Інші назви | multicenter CRA, multi-site competing risks, multicenter cumulative incidence analysis, polycentric competing risks study | Cox regression, Cox PH model, proportional hazards model, CPH |
| Пов'язані≠ | 4 | 5 |
| Підсумок≠ | Multicenter competing risks analysis is a time-to-event method applied across multiple clinical centers to estimate the probability of a specific event of interest when other mutually exclusive events — competing risks — can preclude its occurrence. By pooling data from diverse sites, it achieves the sample sizes needed to model rare events and enables assessment of center-level variation in cumulative incidence and covariate effects. | The Cox proportional hazards model is a semi-parametric regression method that estimates the effect of one or more covariates on the hazard — the instantaneous rate of an event such as death, relapse, or failure — while making no assumption about the shape of the baseline hazard function. Introduced by David Cox in 1972, it is the dominant tool for multivariable survival analysis in clinical and epidemiological research. |
| ScholarGateНабір даних ↗ |
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