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  • 标题:Estimators for the interval censoring problem
  • 本地全文:下载
  • 作者:Piet Groeneboom ; Tom Ketelaars
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2011
  • 卷号:5
  • 页码:1797-1845
  • DOI:10.1214/11-EJS657
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:We study three estimators for the interval censoring case 2 problem, a histogram-type estimator, proposed in [1], the maximum likelihood estimator (MLE) and the smoothed MLE, using a smoothing kernel. Our focus is on the asymptotic distribution of the estimators at a fixed point. The estimators are compared in a simulation study.
  • 关键词:Interval censoring;maximum likelihood;Birg´e’s estimator;asymptotic properties;minimax bounds;smoothed maximum likelihood estimator;kernel estimators.
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