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  • 标题:A comparison of nonparametric estimators of survival under left-truncation and right-censoring motivated by a case study
  • 本地全文:下载
  • 作者:Mauro Gasparini ; Martina Gandini
  • 期刊名称:Statistica
  • 印刷版ISSN:1973-2201
  • 出版年度:2011
  • 卷号:71
  • 期号:3
  • 页码:391-406
  • DOI:10.6092/issn.1973-2201/3622
  • 语种:English
  • 出版社:Dep. of Statistical Sciences "Paolo Fortunati", Università di Bologna
  • 摘要:We present an application of nonparametric estimation of survival in the presence of left-truncated and right-censored data. We confirm the well-known unstable behavior of the survival estimates when the risk set is small and there are too few early deaths. How ever, in our real scenario where only few death times are necessarily available, the proper nonparametric maximum likelihood estimator, and its usual modification, behave less badly than alternative methods proposed in the literature. The relative merits of the different estimators are discussed in a simulation study extending the settings of the case study to more general scenarios.
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