Strong consistency of the nonparametric local linear regression estimation under censorship model

We introduce and study a local linear nonparametric regression estimator for censorship model. The main goal of this paper is, to establish the uniform almost sure consistency result with rate over a compact set for the new estimate. To support our theoretical result, a simulation study has been don...

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Bibliographic Details
Published in:arXiv.org 2020-04
Main Authors: Bouhadjera, Feriel, Elias Saïd, Remita, Riad
Format: Article
Language:English
Subjects:
Censorship
Computer simulation
Consistency
Regression models
Online Access:Get full text
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Summary:We introduce and study a local linear nonparametric regression estimator for censorship model. The main goal of this paper is, to establish the uniform almost sure consistency result with rate over a compact set for the new estimate. To support our theoretical result, a simulation study has been done to make comparison with the classical regression estimator.
ISSN:2331-8422