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Parametrická regresia prežitia podľa Weibullovho rozdelenia×Fine-Grayov model kompetujúcich rizík×
OdborAnalýza prežívaniaŠtatistika
RodinaSurvival analysisHypothesis test
Rok vzniku19511999
TvorcaWaloddi WeibullJason P. Fine & Robert J. Gray
TypFully parametric survival regression modelSubdistribution hazard regression
Pôvodný zdrojKalbfleisch, J. D. & Prentice, R. L. (2002). The Statistical Analysis of Failure Time Data (2nd ed.). Wiley. DOI ↗Fine, 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 ↗
Ďalšie názvyweibull aft model, weibull survival model, parametric survival regression, Weibull Regresyonu — Parametrik Hayatta Kalmacompeting risks regression, subdistribution hazard model, Fine-Gray model, Fine-Gray Competing Risks Modeli
Príbuzné45
ZhrnutieWeibull regression is a fully parametric survival model, formalised by Kalbfleisch and Prentice, that assumes survival times follow a Weibull distribution. A shape parameter controls whether the hazard increases, decreases, or remains constant over time, while covariates shift the scale of the distribution to express how predictors affect survival.The Fine-Gray model is a semiparametric regression method for survival data in which two or more mutually exclusive event types compete to occur first. Proposed by Fine and Gray in 1999, it models the subdistribution hazard of each event type directly, allowing covariates to be linked to the cumulative incidence function (CIF) — the quantity that actually answers 'what is the probability of experiencing event type k by time t?'. It corrects the well-known shortcoming of standard Cox regression, which ignores competing events and thereby overestimates cause-specific probabilities.
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ScholarGatePorovnať metódy: Weibull Regression · Fine-Gray Competing Risks Model. Získané 2026-06-18 z https://scholargate.app/sk/compare