A Bayesian semiparametric partially PH model for clustered time-to-event data

A standard approach for dealing with unobserved heterogeneity and clustered time-to-event data within the proportional hazards (PH) context has been the introduction of a cluster-specific random effect (frailty), common to subjects within the same cluster. However, the conditional PH assumption coul...

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Veröffentlicht in:	Scandinavian journal of statistics 2018-12, Vol.45 (4), p.1016-1035
Hauptverfasser:	Nipoti, Bernardo, Jara, Alejandro, Guindani, Michele
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis Clusters completely random measures Computer simulation frailty model hazard rate Hazards Kendall's τ Mathematical models Modelling ORIGINAL ARTICLE partially proportional hazards model survival ratio
Online-Zugang:	Volltext
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