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  • 标题:Tree-structured analysis of survival data and its application using SAS software
  • 本地全文:下载
  • 作者:Hicham Al-Nachawati ; Hicham Al-Nachawati ; Moshirah Ismail
  • 期刊名称:Journal of King Saud University - Science
  • 印刷版ISSN:1018-3647
  • 出版年度:2010
  • 卷号:22
  • 期号:4
  • 页码:251-255
  • DOI:10.1016/j.jksus.2010.05.006
  • 语种:English
  • 出版社:Elsevier
  • 摘要:Abstract The purpose of this paper is to classify UIS data in order to identify their risk, reduce drug abuse, and to prevent high-risk in HIV behavior. A method for fitting proportional hazards models to censored survival data is described. Stratification is performed recursively. A tree-based method for censored survival data is developed, based on maximizing the difference in survival between groups of patients represented by nodes in a binary tree.
  • 关键词:Survival analysis; Proportional hazards regression; CART; UIS data;
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