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

Laurent Bordes and Kossi Essona Gneyou

Statistics & Probability Letters, 2011, vol. 81, issue 11, 1654-1663

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 an appropriate rate.

Keywords: Competing; risks; Nonparametric; regression; function; Right; censoring; Generalized; product-limit; estimator; Convergence; rate (search for similar items in EconPapers)
Date: 2011
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Citations: View citations in EconPapers (2)

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