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Robustná Coxova regresia×Regresia proporcionálnych rizik Cox×
OdborŠtatistikaAnalýza prežívania
RodinaRegression modelSurvival analysis
Rok vzniku19891972
TvorcaLin & WeiCox, D. R.
TypSemi-parametric survival regression with robust varianceSemi-parametric hazard regression model
Pôvodný zdrojLin, D. Y., & Wei, L. J. (1989). The robust inference for the Cox proportional hazards model. Journal of the American Statistical Association, 84(408), 1074–1078. DOI ↗Cox, D. R. (1972). Regression Models and Life-Tables. Journal of the Royal Statistical Society: Series B, 34(2), 187–202. DOI ↗
Ďalšie názvyCox model with robust standard errors, sandwich-variance Cox regression, Lin-Wei robust Cox model, robust partial likelihood regressioncox ph model, proportional hazards model, cox ph regression, Cox Orantılı Tehlikeler Regresyonu
Príbuzné33
ZhrnutieRobust Cox regression fits the standard Cox proportional hazards model but replaces the model-based variance estimate with a sandwich (Huber-White) estimator. This yields valid standard errors and confidence intervals even when observations are clustered, the independence assumption is mildly violated, or the working model is slightly misspecified, without discarding the familiar hazard-ratio interpretation.Cox proportional hazards regression, introduced by D. R. Cox in 1972, is a semi-parametric model that estimates how one or more covariates affect the hazard — the instantaneous rate of experiencing an event — while leaving the baseline hazard function unspecified. It is the standard multivariable method in survival analysis and produces hazard ratios that quantify the relative risk associated with each predictor.
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ScholarGatePorovnať metódy: Robust Cox Regression · Cox Regression. Získané 2026-06-17 z https://scholargate.app/sk/compare