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TitleEstimation of the bivariate distribution function: a comparative study
Author(s)Moreira, Ana Cristina
Araújo, Artur Agostinho
Machado, Luís Meira
KeywordsBeran estimator
Bivariate distribution
Conditional survival
Kaplan- Meier
Gap times
Issue date20-Nov-2012
Abstract(s)Let (X,T) be a random vector where the response variable T denotes a lifetime, which is subject to random right censoring, and X denotes a covariate. In this paper we compare several estimators for the bivariate distribution of (X,T) through a simulation study. The methods are applied to bone marrow transplant data where we use one qualitative predictor. The proposed estimators can be applied to ROC curves for censored data as explained by Heagerty, Lumley and Pepe (2000).
TypeConference paper
AccessRestricted access (UMinho)
Appears in Collections:CMAT - Outros trabalhos de investigação / Other research works

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