Article ID Journal Published Year Pages File Type
1148477 Journal of Statistical Planning and Inference 2013 27 Pages PDF
Abstract

We show that there is an intimate connection between the theory of nonparametric (smoothed) maximum likelihood estimators for certain inverse problems and integral equations. This is illustrated by estimators for interval censoring and deconvolution problems. We also discuss the asymptotic efficiency of the MLE for smooth functionals in these models.

Related Topics
Physical Sciences and Engineering Mathematics Applied Mathematics
Authors
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