Identification of partially linear structure in additive models with an application to gene expression prediction from sequences
The additive model is a semiparametric class of models that has become extremely popular because it is more flexible than the linear model and can be fitted to high-dimensional data when fully nonparametric models become infeasible. We consider the problem of simultaneous variable selection and para...
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| Main Authors: | , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
2013
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| Online Access: | https://hdl.handle.net/10356/98824 http://hdl.handle.net/10220/12794 |
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| Institution: | Nanyang Technological University |
| Language: | English |