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Modèle de survie pour événements récurrents×Régression binomiale négative×
DomaineAnalyse de survieÉconométrie
FamilleSurvival analysisRegression model
Année d'origine19812011
Auteur d'origineAndersen & Gill (AG, 1982); Prentice, Williams & Peterson (PWP, 1981); Wei, Lin & Weissfeld (WLW, 1989)Hilbe (textbook treatment); generalized linear model framework
TypeSemi-parametric hazard model for repeated eventsGeneralized linear model for count data
Source fondatriceCook, R.J. & Lawless, J.F. (2007). The Statistical Analysis of Recurrent Events. Springer. DOI ↗Hilbe, J. M. (2011). Negative Binomial Regression (2nd ed.). Cambridge University Press. DOI ↗
AliasTekrarlayan Olay Modeli (Recurrent Events), Andersen-Gill model, AG model, Wei-Lin-Weissfeld modelNB regression, NB2 regression, negatif binom regresyonu
Apparentées44
RésuméA recurrent event model is a survival analysis extension, formalised through the landmark contributions of Prentice, Williams and Peterson (1981), Andersen and Gill (1982), and Wei, Lin and Weissfeld (1989), that models time-to-event data when the same event — such as a hospital readmission, disease relapse, or equipment failure — can occur multiple times in the same individual. The three principal frameworks are the Andersen-Gill (AG) model, the Prentice-Williams-Peterson (PWP) stratified model, and the Wei-Lin-Weissfeld (WLW) marginal model, each making different assumptions about within-subject dependence.Negative Binomial Regression is a generalized linear model for count outcomes that extends Poisson regression to handle overdispersion, where the variance of the counts exceeds their mean. Developed in the GLM tradition and treated in depth by Hilbe (2011), it adds a dispersion parameter so that inference stays valid when Poisson would understate the spread of the data.
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ScholarGateComparer des méthodes: Recurrent Event Model · Negative Binomial Regression. Consulté le 2026-06-17 sur https://scholargate.app/fr/compare