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Linear or Nonlinear? Automatic Structure Discovery for Partially Linear Models
Partially linear models provide a useful class of tools for modeling complex data by naturally incorporating a combination of linear and nonlinear effects within one framework. One key question in partially linear models is the choice of model structure, that is, how to decide which covariates are l...
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| Main Authors: | , , |
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| Format: | Artigo |
| Language: | Inglês |
| Published: |
2011
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3222957/ https://ncbi.nlm.nih.gov/pubmed/22121305 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2011.tm10281 |
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