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Author:

Lu, Fei (Lu, Fei.) | Xue, Liugen (Xue, Liugen.) (Scholars:薛留根) | Cai, Xiong (Cai, Xiong.)

Indexed by:

Scopus SCIE

Abstract:

In this paper, we propose generalized estimating equations for the regression parameters in joint mean-covariance model for longitudinal data, motivated by the alternative Cholesky decomposition. This decomposition causes robust estimation of the correlation matrix against model misspecification for innovation variances. (C) 2020 Elsevier B.V. All rights reserved.

Keyword:

Generalized estimating equations Robust estimation Correlation matrix Cholesky decomposition Longitudinal data

Author Community:

  • [ 1 ] [Lu, Fei]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China
  • [ 2 ] [Xue, Liugen]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China
  • [ 3 ] [Cai, Xiong]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China

Reprint Author's Address:

  • [Lu, Fei]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China

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Source :

STATISTICS & PROBABILITY LETTERS

ISSN: 0167-7152

Year: 2020

Volume: 160

0 . 8 0 0

JCR@2022

ESI Discipline: MATHEMATICS;

ESI HC Threshold:46

Cited Count:

WoS CC Cited Count: 2

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

Affiliated Colleges:

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