Strong consistency of local linear estimation of a conditional density function under random censorship

Abstract In this paper, we study nonparametric local linear estimation of the conditional density of a randomly censored scalar response variable given a functional random covariate. We establish under general conditions the pointwise almost sure convergence with rates of this estimator under $$\alp...

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Bibliographic Details
Main Authors: Abdelkader Benkhaled, Fethi Madani, Salah Khardani
Format: Article
Language:English
Published: SpringerOpen 2020-05-01
Series:Arabian Journal of Mathematics
Subjects:
Online Access:https://doi.org/10.1007/s40065-020-00282-1