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Retrospektywna regresja hazardu proporcjonalnego Coxa×Analiza Kaplana-Meiera×
DziedzinaEpidemiologiaEpidemiologia
RodzinaProcess / pipelineProcess / pipeline
Rok powstania19721958
TwórcaDavid R. CoxEdward L. Kaplan and Paul Meier
TypSemi-parametric survival regressionNonparametric survival estimator
Źródło pierwotneCox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society, Series B, 34(2), 187–220. DOI ↗Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗
Inne nazwyCox PH regression (retrospective), retrospective Cox survival model, retrospective hazard regression, Cox model on historical dataKM analysis, KM estimator, product-limit estimator, Kaplan-Meier curve
Pokrewne55
PodsumowanieRetrospective Cox proportional hazards regression applies Cox's (1972) semi-parametric survival model to time-to-event data extracted from existing records — medical charts, administrative databases, registries, or biobanks. It estimates covariate-adjusted hazard ratios (HRs) without specifying the underlying baseline hazard, making it the dominant analytic tool when the investigator works backward from already-recorded outcomes and exposures.Kaplan-Meier (KM) analysis is a nonparametric method for estimating the survival function from time-to-event data. Introduced by Kaplan and Meier in 1958, it produces the classic step-function survival curve that shows the probability of surviving beyond each observed event time, correctly accounting for censored observations — participants who left the study or had not yet experienced the event by the end of follow-up. It is one of the most widely used techniques in clinical and epidemiological research.
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ScholarGatePorównaj metody: Retrospective Cox proportional hazards · Kaplan-Meier Analysis. Pobrano 2026-06-19 z https://scholargate.app/pl/compare