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Asymptotic Properties of Nonparametric Conditional Distribution Estimators in the Model of Competing Risks

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Data-Driven Modeling for Sustainable Engineering (ICEASSM 2017)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 72))

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Abstract

In this work, we consider a model of competing risks randomly censored on the right. We study the conditional distribution of the time-to-event given a cause-specific subgroup. Some asymptotic properties including weak convergence of nonparametric estimator and confidence bands are established for a conditional cumulative hazard function given a cause-specific.

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Correspondence to Kossi Essona Gneyou .

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Gneyou, K.E. (2020). Asymptotic Properties of Nonparametric Conditional Distribution Estimators in the Model of Competing Risks. In: Adjallah, K., Birregah, B., Abanda, H. (eds) Data-Driven Modeling for Sustainable Engineering. ICEASSM 2017. Lecture Notes in Networks and Systems, vol 72. Springer, Cham. https://doi.org/10.1007/978-3-030-13697-0_3

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