arXiv subjects

Elias Saïd

Publications and source records attributed to Elias Saïd.

2 recordsLinked to original sources

arXiv2020

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 done to make comparison with the classical regression estimator.

math.ST↗

arXiv2020

Nonparametric local linear estimation of the relative error regression function for censorship model

In this paper, we built a new nonparametric regression estimator with the local linear method by using the mean squared relative error as a loss function when the data are subject to random right censoring. We establish the uniform almost sure consistency with rate over a compact set of the proposed estimator. Some simulations are given to show the asymptotic behavior of the estimate in different cases.

math.ST↗