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  • 标题:Inference Based on Empirical Likelihood for Varying Coefficient Model with Random Effect
  • 本地全文:下载
  • 作者:Wanbin Li ; Liugen Xue
  • 期刊名称:Open Journal of Statistics
  • 印刷版ISSN:2161-718X
  • 电子版ISSN:2161-7198
  • 出版年度:2013
  • 卷号:03
  • 期号:06
  • 页码:52-59
  • DOI:10.4236/ojs.2013.36A006
  • 语种:English
  • 出版社:Scientific Research Publishing
  • 摘要:In this article, we develop a statistical inference technique for the unknown coefficient functions in the varying coeffi- cient model with random effect. A residual-adjusted block empirical likelihood (RABEL) method is suggested to inves- tigate the model by taking the within-subject correlation into account. Due to the residual adjustment, the proposed RABEL is asymptotically chi-squared distribution. We illustrate the large sample performance of the proposed method via Monte Carlo simulations and a real data application.
  • 关键词:Varying Coefficient Model; Random Effect; Empirical Likelihood; Longitudinal Data
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