مقایسهٔ روشها
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| تحلیل بقای تعدیلشده بر اساس ریسک× | وزندهی احتمال معکوسِ دریافتِ درمان (IPW / IPTW)× | |
|---|---|---|
| حوزه≠ | اپیدمیولوژی | استنتاج علّی |
| خانواده≠ | Process / pipeline | Regression model |
| سال پیدایش≠ | 1972 (Cox regression); broader covariate-adjusted survival methods developed 1970s–1990s | 2000 |
| پدیدآور≠ | D. R. Cox (regression framework); extensions via Kaplan & Meier, Breslow, and others | Robins, Hernán & Brumback |
| نوع≠ | Observational and experimental analytical method | Causal inference weighting estimator |
| منبع بنیادین≠ | Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society, Series B, 34(2), 187–220. link ↗ | Robins, J. M., Hernán, M. A., & Brumback, B. (2000). Marginal Structural Models and Causal Inference in Epidemiology. Epidemiology, 11(5), 550-560. DOI ↗ |
| نامهای دیگر≠ | covariate-adjusted survival analysis, adjusted time-to-event analysis, risk-stratified survival analysis, adjusted Kaplan-Meier / Cox analysis | IPW, IPTW, inverse probability of treatment weighting, marginal structural model weighting |
| مرتبط | 5 | 5 |
| خلاصه≠ | Risk-adjusted survival analysis estimates the time to an event of interest — such as death, relapse, or hospital readmission — while simultaneously accounting for baseline differences in patient characteristics (covariates). By incorporating confounders such as age, comorbidities, or disease severity, it produces hazard ratios, survival curves, and median survival estimates that are attributable to the factor of interest rather than to pre-existing risk differences between groups. | Inverse Probability Weighting is a causal-inference method that assigns each observation a weight equal to the inverse of its probability of receiving the treatment it actually received. Introduced by Robins, Hernán and Brumback (2000) for marginal structural models, it builds a pseudo-population in which treatment is independent of measured confounders, balancing selection bias. |
| ScholarGateمجموعهداده ↗ |
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