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作者:

Xu, Dengke (Xu, Dengke.) | Zhang, Zhongzhan (Zhang, Zhongzhan.) (学者:张忠占) | Du, Jiang (Du, Jiang.) (学者:杜江)

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Scopus SCIE

摘要:

In this paper, we consider inference aspects of skew-normal semiparametric varying coefficient models which provide a useful extension of the normal regression models. The maximum likelihood estimation based on B-spline is proposed. Further, we discuss the score test for homogeneity of the variance in skew-normal semiparametric varying coefficient models. Their asymptotical properties are investigated. Some simulated examples are used to examine our proposed methods.

关键词:

62G05 62G10 B-spline homogeneity score test semiparametric varying coefficient models skew-normal

作者机构:

  • [ 1 ] [Xu, Dengke]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China
  • [ 2 ] [Zhang, Zhongzhan]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China
  • [ 3 ] [Du, Jiang]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China

通讯作者信息:

  • 张忠占

    [Zhang, Zhongzhan]Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China

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来源 :

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

ISSN: 0094-9655

年份: 2015

期: 2

卷: 85

页码: 216-234

1 . 2 0 0

JCR@2022

ESI学科: MATHEMATICS;

ESI高被引阀值:54

JCR分区:3

中科院分区:4

被引次数:

WoS核心集被引频次: 4

SCOPUS被引频次: 4

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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