Porovnat metody
Prohlédněte si vybrané metody vedle sebe; řádky, které se liší, jsou zvýrazněny.
| Analýza rizik s konkurenčními riziky ve více centrech× | Coxův model proporcionálních rizik× | |
|---|---|---|
| Obor | Epidemiologie | Epidemiologie |
| Rodina | Process / pipeline | Process / pipeline |
| Rok vzniku≠ | 1999 (Fine-Gray); extended to multicenter settings throughout 2000s–2010s | 1972 |
| Tvůrce≠ | Fine & Gray (subdistribution hazard model); Prentice et al. (cause-specific hazard model) | Sir David Roxbee Cox |
| Typ≠ | Survival / time-to-event statistical analysis | Semi-parametric regression model |
| Původní zdroj≠ | 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 ↗ |
| Další názvy | multicenter CRA, multi-site competing risks, multicenter cumulative incidence analysis, polycentric competing risks study | Cox regression, Cox PH model, proportional hazards model, CPH |
| Příbuzné≠ | 4 | 5 |
| Shrnutí≠ | 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. |
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