• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

Wang, Miaomiao (Wang, Miaomiao.) | Liu, Chunling (Liu, Chunling.) | Xie, Tianfa (Xie, Tianfa.) | Sun, Zhihua (Sun, Zhihua.)

收录:

EI Scopus SCIE

摘要:

In this work, the adequacy check of errors-in-variables varying-coefficient models is investigated when replicate measurements are available. Estimation using the naive method that ignores measurement errors is biased. After the calibration of the estimators of the regression coefficient functions, we construct an empirical-process-based test statistic by the attenuation of corrected residuals. The asymptotic properties of the test statistic under the null hypothesis, global and various local alternatives are established. Simulation studies and real data analyses reveal that the proposed test performs satisfactorily. (C) 2019 Elsevier B.V. All rights reserved.

关键词:

Additive measurement error Empirical process Model check Replicate measurements Varying-coefficient models

作者机构:

  • [ 1 ] [Sun, Zhihua]Univ Chinese Acad Sci, Sch Math Sci, Beijing, Peoples R China
  • [ 2 ] [Liu, Chunling]Hong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China
  • [ 3 ] [Wang, Miaomiao]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China
  • [ 4 ] [Xie, Tianfa]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China

通讯作者信息:

  • [Sun, Zhihua]Univ Chinese Acad Sci, Sch Math Sci, Beijing, Peoples R China

电子邮件地址:

查看成果更多字段

相关关键词:

来源 :

COMPUTATIONAL STATISTICS & DATA ANALYSIS

ISSN: 0167-9473

年份: 2020

卷: 141

页码: 12-27

1 . 8 0 0

JCR@2022

ESI学科: MATHEMATICS;

ESI高被引阀值:15

JCR分区:2

被引次数:

WoS核心集被引频次: 5

SCOPUS被引频次: 6

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: 3

归属院系:

在线人数/总访问数:1587/2932083
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司