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Empirical likelihood test for high dimensional linear models

โœ Scribed by Peng, Liang; Qi, Yongcheng; Wang, Ruodu

Book ID
122228142
Publisher
Elsevier Science
Year
2014
Tongue
English
Weight
373 KB
Volume
86
Category
Article
ISSN
0167-7152

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In this paper, we consider the application of the empirical likelihood method to partially linear model. Unlike the usual cases, we first propose an approximation to the residual of the model to deal with the nonparametric part so that Owen's (1990) empirical likelihood approach can be applied. Then