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Uniform convergence of nonparametric regressions in competing risk models with right censoring

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 an appropriate rate.
Year of publication:
2011
Authors: Bordes, Laurent ; Gneyou, Kossi Essona
Published in:
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 81.2011, 11, p. 1654-1663
Publisher: Elsevier
Keywords: Competing risks Nonparametric regression function Right censoring Generalized product-limit estimator Convergence rate
Type of publication: Article
Source:
Persistent link: https://www.econbiz.de/10009292581
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