Title of article
Nonparametric (smoothed) likelihood and integral equations
Author/Authors
Groeneboom، نويسنده , , Piet، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2013
Pages
27
From page
2039
To page
2065
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.
Keywords
Maximum likelihood estimators , Maximum smoothed likelihood estimators , Smooth functionals , Asymptotic distribution , Efficient estimation , Interval censoring , Deconvolution , integral equations
Journal title
Journal of Statistical Planning and Inference
Serial Year
2013
Journal title
Journal of Statistical Planning and Inference
Record number
2222476
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