Estimators for the interval censoring problem

Details Estimators for the interval censoring problem Estimators for the interval censoring problem

2011-09-28

arxiv.org/abs/1109.6176v2

Mathematics

Statistics Theory

42 pages, 4 figures

Scientific paper

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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