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  • 标题:Semiparametric inference of competing risks data with additive hazards and missing cause of failure under MCAR or MAR assumptions
  • 本地全文:下载
  • 作者:Laurent Bordes ; Jean-Yves Dauxois ; Pierre Joly
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2014
  • 卷号:8
  • 期号:1
  • 页码:41-95
  • DOI:10.1214/14-EJS876
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:In this paper, we consider a semiparametric model for lifetime data with competing risks and missing causes of death. We assume that an additive hazards model holds for each cause-specific hazard rate function and that a random right censoring occurs. Our goal is to estimate the regression parameters as well as the functional parameters such as the baseline and cause-specific cumulative hazard rate functions/cumulative incidence functions.
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