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  • Search: subject:"Iteratively reweighted least squares procedure"
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Composite quantile regression 1 Generalized cross validation 1 Iteratively reweighted least squares procedure 1 Model selection 1 Quadratic programming 1 Quantile regression 1 Support vector regression 1
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Hwang, Changha 1 Seok, Kyungha 1 Shim, Jooyong 1
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Computational Statistics 1
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Composite support vector quantile regression estimation
Shim, Jooyong; Hwang, Changha; Seok, Kyungha - In: Computational Statistics 29 (2014) 6, pp. 1651-1665
In this paper we propose a new nonparametric regression method called composite support vector quantile regression (CSVQR) that combines the formulations of support vector regression and composite quantile regression. First the CSVQR using the quadratic programming (QP) is proposed and then the...
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