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Author:

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

Indexed by:

Scopus SCIE

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

Reprint Author's Address:

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

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Source :

JOURNAL OF APPLIED STATISTICS

ISSN: 0266-4763

Year: 2013

Issue: 2

Volume: 40

Page: 380-396

1 . 5 0 0

JCR@2022

ESI Discipline: MATHEMATICS;

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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