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Estimators for the interval censoring problem

Published 28 Sep 2011 in math.ST and stat.TH | (1109.6176v2)

Abstract: We study three estimators for the interval censoring case 2 problem, a histogram-type estimator, proposed in Birg\'e (1999), 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.

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Authors (2)

  1. Piet Groeneboom 
  2. Tom Ketelaars 

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