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文章基本信息

  • 标题:Proportional mean residual life model with censored survival data under case-cohort design
  • 本地全文:下载
  • 作者:Ma, Huijuan ; Ma, Huijuan ; Shi, Jianhua
  • 期刊名称:Statistics and Its Interface
  • 印刷版ISSN:1938-7989
  • 电子版ISSN:1938-7997
  • 出版年度:2019
  • 卷号:12
  • 期号:1
  • 页码:21-33
  • DOI:10.4310/SII.2019.v12.n1.a3
  • 出版社:International Press
  • 摘要:Proportional mean residual life model is studied for analysing survival data from the case-cohort design. To simultaneously estimate the regression parameters and the baseline mean residual life function, weighted estimating equations based on an inverse selection probability are proposed. The resulting regression coefficients estimates are shown to be consistent and asymptotically normal with easily estimated variance-covariance. Simulation studies show that the proposed estimators perform very well. An application to a real dataset from the South Welsh nickel refiners study is also given to illustrate the methodology.
  • 关键词:case-cohort design; censored survival data; estimating equation; mean residual life
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