Bounds for the normal approximation of the maximum likelihood estimator

The asymptotic normality of the maximum likelihood estimator (MLE) under regularity conditions is a long established and famous result. This is a qualitative result and the assessment of such a normal approximation is our main interest. For this task we partly use Stein's method, which is a pro...

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Bibliographic Details
Main Author: Anastasiou, Andreas
Other Authors: Reinert, Gesine
Published: University of Oxford 2016
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.728909