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Generalized Cross-Validation for Wavelet Shrinkage in Nonparametric Mixed Effects Models

✍ Scribed by Henry Horng-Shing Lu, Su-Yun Huang and Fang-Jiun Lin

Book ID
125578998
Publisher
American Statistical Association
Year
2003
Tongue
English
Weight
401 KB
Volume
12
Category
Article
ISSN
1061-8600

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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