Shrinkage estimation for identification of linear components in additive models
In this short paper, we demonstrate that the popular penalized estimation method typically used for variable selection in parametric or semiparametric models can actually provide a way to identify linear components in additive models. Unlike most studies in the literature, we are NOT performing vari...
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| Format: | Article |
| Language: | English |
| Published: |
2013
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/96354 http://hdl.handle.net/10220/11922 |
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| Institution: | Nanyang Technological University |
| Language: | English |