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Frailty models and copulas: similarities and differences.

Authors :
Goethals, Klara
Janssen, Paul
Duchateau, Luc
Source :
Journal of Applied Statistics. Sep2008, Vol. 35 Issue 9, p1071-1079. 9p. 1 Chart, 1 Graph.
Publication Year :
2008

Abstract

Copulas and frailty models are important tools to model bivariate survival data. Equivalence between Archimedean copula models and shared frailty models, e.g. between the Clayton-Oakes copula model and the shared gamma frailty model, has often been claimed in the literature. In this note we show that, in both the models, there is indeed a well-known equivalence between the copula functions; the modeling of the marginal survival functions, however, is quite different. The latter fact leads to different joint survival functions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02664763
Volume :
35
Issue :
9
Database :
Academic Search Index
Journal :
Journal of Applied Statistics
Publication Type :
Academic Journal
Accession number :
33418647
Full Text :
https://doi.org/10.1080/02664760802271389