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作者:

Li, Zhi-qiang (Li, Zhi-qiang.) | Xue, Liu-gen (Xue, Liu-gen.) (学者:薛留根)

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Scopus SCIE CSCD

摘要:

Informative dropout often arise in longitudinal data. In this paper we propose a mixture model in which the responses follow a semiparametric varying coefficient random effects model and some of the regression coefficients depend on the dropout time in a non-parametric way. The local linear version of the profile-kernel method is used to estimate the parameters of the model. The proposed estimators are shown to be consistent and asymptotically normal, and the finite performance of the estimators is evaluated by numerical simulation.

关键词:

Estimating equation Local linear estimation Longitudinal data Nonignorable dropout Profile-kernel Semiparametric varying coefficient

作者机构:

  • [ 1 ] [Li, Zhi-qiang]Beijing Univ Chem Technol, Coll Sci, Beijing 100029, Peoples R China
  • [ 2 ] [Li, Zhi-qiang]Beijing Univ Technol, Coll Appl Sci, Beijing 100022, Peoples R China
  • [ 3 ] [Xue, Liu-gen]Beijing Univ Technol, Coll Appl Sci, Beijing 100022, Peoples R China

通讯作者信息:

  • [Li, Zhi-qiang]Beijing Univ Chem Technol, Coll Sci, Beijing 100029, Peoples R China

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来源 :

ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES

ISSN: 0168-9673

年份: 2010

期: 1

卷: 26

页码: 125-132

0 . 8 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: 2

SCOPUS被引频次: 2

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

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