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Regresi Cox Robust×Regresi Bahaya Proporsional Cox×
BidangStatistikaAnalisis Survival
KeluargaRegression modelSurvival analysis
Tahun asal19891972
PencetusLin & WeiCox, D. R.
TipeSemi-parametric survival regression with robust varianceSemi-parametric hazard regression model
Sumber perintisLin, 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 ↗
AliasCox 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
Terkait33
RingkasanRobust 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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ScholarGateBandingkan metode: Robust Cox Regression · Cox Regression. Diakses 2026-06-17 dari https://scholargate.app/id/compare