Abstract
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.
Acknowledgments
The authors are grateful to an anonymous referee whose careful reading gave them the opportunity to improve the quality of the paper and add a pointwise strong consistency result without rate under weak conditions.