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作者:

Zhao, Peixin (Zhao, Peixin.) | Xue, Liugen (Xue, Liugen.) (学者:薛留根)

收录:

Scopus SCIE

摘要:

This paper presents the empirical likelihood inferences for a class of varying-coefficient models with error-prone covariates. We focus on the case that the covariance matrix of the measurement errors is unknown and neither repeated measurements nor validation data are available. We propose an instrumental variable-based empirical likelihood inference method and show that the proposed empirical log-likelihood ratio is asymptotically chi-squared. Then, the confidence intervals for the varying-coefficient functions are constructed. Some simulation studies and a real data application are used to assess the finite sample performance of the proposed empirical likelihood procedure.

关键词:

empirical likelihood instrumental variable confidence intervals varying-coefficient models error-prone covariate

作者机构:

  • [ 1 ] [Zhao, Peixin]Hechi Univ, Dept Math, Yizhou 546300, Guangxi, Peoples R China
  • [ 2 ] [Xue, Liugen]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China

通讯作者信息:

  • [Zhao, Peixin]Hechi Univ, Dept Math, Yizhou 546300, Guangxi, Peoples R China

电子邮件地址:

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来源 :

JOURNAL OF APPLIED STATISTICS

ISSN: 0266-4763

年份: 2013

期: 2

卷: 40

页码: 380-396

1 . 5 0 0

JCR@2022

ESI学科: MATHEMATICS;

JCR分区:4

中科院分区:4

被引次数:

WoS核心集被引频次: 3

SCOPUS被引频次: 4

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 4

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