论文标题
审查模型下非参数局部线性回归估计的强大一致性
Strong consistency of the nonparametric local linear regression estimation under censorship model
论文作者
论文摘要
我们介绍并研究了针对审查模型的局部线性非参数回归估计器。本文的主要目的是，建立统一的几乎确定的一致性结果，而速率超过了新估计的紧凑型设置。为了支持我们的理论结果，已经进行了模拟研究，以与经典回归估计量进行比较。
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.
