مقایسهٔ روشها
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| رگرسیون بقای چندمتغیره با نسبت خطر متناسب تعدیلشده بر اساس ریسک (مدل کاکس)× | مدل رگرسیون کوکس (Cox Proportional Hazards)× | |
|---|---|---|
| حوزه | اپیدمیولوژی | اپیدمیولوژی |
| خانواده | Process / pipeline | Process / pipeline |
| سال پیدایش≠ | 1972 (Cox model); risk adjustment widespread from 1980s | 1972 |
| پدیدآور≠ | D. R. Cox (base model); risk-adjustment as routine practice formalised through clinical epidemiology literature from the 1980s onward | Sir David Roxbee Cox |
| نوع≠ | Multivariable survival regression | Semi-parametric regression model |
| منبع بنیادین | Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society: Series B (Methodological), 34(2), 187–202. DOI ↗ | Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society: Series B (Methodological), 34(2), 187–202. DOI ↗ |
| نامهای دیگر | adjusted Cox regression, multivariable Cox model, covariate-adjusted survival analysis, risk-adjusted survival model | Cox regression, Cox PH model, proportional hazards model, CPH |
| مرتبط | 5 | 5 |
| خلاصه≠ | Risk-adjusted Cox proportional hazards regression extends the classical Cox (1972) survival model by simultaneously entering known confounders — age, sex, comorbidities, disease severity — into the model alongside the exposure of primary interest. This adjustment isolates the independent effect of the exposure on the hazard of an event, producing hazard ratios (HRs) that are not distorted by baseline differences between comparison groups. It is the most widely used method for multivariable survival analysis in clinical and epidemiological research. | 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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