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Análisis de Riesgos Competitivos Ajustado por Riesgo×Estimador de Kaplan-Meier×
CampoEpidemiologíaEstadística
FamiliaProcess / pipelineSurvival analysis
Año de origen1999 (subdistribution hazard model); cause-specific hazard framework earlier1958
Autor originalJason Fine and Robert GrayEdward L. Kaplan and Paul Meier
TipoRegression model for time-to-event data with competing eventsNonparametric estimator
Fuente seminalFine, J. P., & Gray, R. J. (1999). A proportional hazards model for the subdistribution of a competing risk. Journal of the American Statistical Association, 94(446), 496–509. DOI ↗Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗
Aliascompeting risks regression, subdistribution hazard model, cause-specific hazard analysis, Fine-Gray modelKM estimator, product-limit estimator, Kaplan-Meier curve, survival curve estimator
Relacionados42
ResumenRisk-adjusted competing risks analysis extends classical survival analysis to settings where subjects can experience more than one type of terminal event, and where the occurrence of one event prevents the occurrence of another. By modelling cause-specific or subdistribution hazards while adjusting for measured confounders, the method yields unbiased estimates of the absolute probability — the cumulative incidence function — of each event type over time in the presence of competing events.The Kaplan-Meier estimator is a nonparametric method for estimating the survival function S(t) — the probability that an individual survives beyond time t — from data that include censored observations. Introduced by Edward L. Kaplan and Paul Meier in their landmark 1958 JASA paper, it is the standard first step in any survival analysis and is among the most-cited statistical methods in biomedical research.
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ScholarGateComparar métodos: Risk-adjusted competing risks analysis · Kaplan-Meier Estimator. Recuperado el 2026-06-18 de https://scholargate.app/es/compare