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Kikokotozi cha Hatari ya Jumla ya Nelson-Aalen×Rega ya Hatari za Uwiano wa Cox×
NyanjaUchanganuzi wa UhaiUchanganuzi wa Uhai
FamiliaSurvival analysisSurvival analysis
Mwaka wa asili19721972
MwanzilishiWayne Nelson & Odd AalenCox, D. R.
AinaNon-parametric cumulative hazard estimatorSemi-parametric hazard regression model
Chanzo asiliaNelson, W. (1972). Theory and applications of hazard plotting for censored failure data. Technometrics, 14(4), 945–966. DOI ↗Cox, D. R. (1972). Regression Models and Life-Tables. Journal of the Royal Statistical Society: Series B, 34(2), 187–202. DOI ↗
Majina mbadalaNelson-Aalen cumulative hazard, Aalen estimator, empirical cumulative hazard, Nelson-Aalen kümülatif hazard tahmincisicox ph model, proportional hazards model, cox ph regression, Cox Orantılı Tehlikeler Regresyonu
Zinazohusiana53
MuhtasariThe Nelson-Aalen estimator is a non-parametric estimator of the cumulative hazard function from right-censored time-to-event data. Developed by Wayne Nelson for reliability hazard plotting in 1972 and placed on a rigorous counting-process foundation by Odd Aalen in 1978, it accumulates the ratio of observed events to the number at risk at each event time, providing the natural hazard-scale companion to the Kaplan-Meier survival curve.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.
ScholarGateSeti ya data
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  1. v1
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  3. PUBLISHED

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ScholarGateLinganisha mbinu: Nelson-Aalen Estimator · Cox Regression. Imepatikana 2026-06-18 kutoka https://scholargate.app/sw/compare