Abstract : We consider, in the presence of covariates, non independent competing risks that are subject to right censoring. We define a nonparametric estimator of the incident regression function through the generalized product-limit estimator of the conditional censorship distribution function. Under suitable conditions we establish the almost sure uniform convergence of those estimators with appropriate rate.
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Soumis le : mardi 19 février 2013 - 03:51:07
Dernière modification le : mardi 19 février 2013 - 03:51:07
Document(s) archivé(s) le : dimanche 2 avril 2017 - 02:32:15
Laurent Bordes, Kossi Essona Gneyou. Uniform convergence of nonparametric regressions in competing risks model with right censoring. STATISTICS & PROBABILITY LETTERS, 2011, 81 (11), pp.1654. <10.1016/j.spl.2011.06.008>. <hal-00789865>
