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Nonparametric estimation of random-effects densities in linear mixed-effects model

✍ Scribed by Comte, Fabienne; Samson, Adeline


Book ID
118000851
Publisher
Taylor and Francis Group
Year
2012
Tongue
English
Weight
254 KB
Volume
24
Category
Article
ISSN
1048-5252

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We show that a nonparametric estimator of a regression function, obtained as solution of a specific regularization problem is the best linear unbiased predictor in some nonparametric mixed effect model. Since this estimator is intractable from a numerical point of view, we propose a tight approximat