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  • 标题:Modeling lifetime data with multiple causes using cause specific reversed hazard rates
  • 本地全文:下载
  • 作者:Paduthol Godan Sankaran ; Anjana Sukumaran
  • 期刊名称:Statistica
  • 印刷版ISSN:1973-2201
  • 出版年度:2014
  • 卷号:74
  • 期号:3
  • 页码:315-334
  • DOI:10.6092/issn.1973-2201/5307
  • 语种:English
  • 出版社:Dep. of Statistical Sciences "Paolo Fortunati", Università di Bologna
  • 摘要:In this paper we introduce and study cause specific reversed hazard rates in the context of left censored lifetime data with multiple causes. Nonparametric inference procedure for left censored lifetime data with multiple causes using cause specific reversed hazard rate is discussed. Asymptotic properties of the estimators are studied. Simulation studies are conducted to assess the efficiency of the estimators. Further, the proposed method is applied to mice mortality data (Hoel 1972) and Australian twin data (Duffy et al. 1990).
  • 关键词:Cause specific reversed hazard rates;Cumulative incidence function;Nonparametric estimation
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