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.

中文翻译：

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审查模式下非参数局部线性回归估计的强一致性

摘要

我们引入并研究了用于审查模型的局部线性非参数回归估计量。本文的主要目标是在新估计的紧凑集上建立速率一致的几乎确定的一致性结果。为了支持我们的理论结果，我们进行了模拟研究，以与经典回归估计量进行比较。