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Author:

Tian, Ruiqin (Tian, Ruiqin.) | Xue, Liugen (Xue, Liugen.) (Scholars:薛留根) | Xu, Dengke (Xu, Dengke.)

Indexed by:

Scopus SCIE

Abstract:

We propose a novel variable selection for varying coefficient models with longitudinal data. The theoretical properties of the resulting estimators are established. In addition, simulation studies and a real data set are conducted to evaluate the proposed method. (C) 2016 Elsevier B.V. All rights reserved.

Keyword:

Varying coefficient models Variable selection Quadratic inference function Generalized estimating equations Longitudinal data

Author Community:

  • [ 1 ] [Tian, Ruiqin]Zhejiang Agr & Forestry Univ, Dept Stat, Hangzhou 311300, Zhejiang, Peoples R China
  • [ 2 ] [Xu, Dengke]Zhejiang Agr & Forestry Univ, Dept Stat, Hangzhou 311300, Zhejiang, Peoples R China
  • [ 3 ] [Xue, Liugen]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Tian, Ruiqin]Zhejiang Agr & Forestry Univ, Dept Stat, Hangzhou 311300, Zhejiang, Peoples R China

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Source :

STATISTICS & PROBABILITY LETTERS

ISSN: 0167-7152

Year: 2016

Volume: 119

Page: 84-90

0 . 8 0 0

JCR@2022

ESI Discipline: MATHEMATICS;

ESI HC Threshold:71

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: 3

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