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Consistency of maximum likelihood estimators in a large class of deconvolution models

โœ Scribed by Piet Groeneboom; Geurt Jongbloed; Stefanie Michael


Book ID
115554542
Publisher
John Wiley and Sons
Year
2012
Tongue
French
Weight
199 KB
Volume
41
Category
Article
ISSN
0319-5724

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In this paper we derive general formulae for second-order biases of maximum-likelihood estimates in a class of symmetric nonlinear regression models. This class of models is commonly used for the analysis of data containing extreme or outlying observations in samples from a supposedly normal distrib