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Author:

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

Indexed by:

Scopus SCIE CSCD

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

Reprint Author's Address:

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

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Source :

ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES

ISSN: 0168-9673

Year: 2010

Issue: 1

Volume: 26

Page: 125-132

0 . 8 0 0

JCR@2022

ESI Discipline: MATHEMATICS;

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 2

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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