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Sparse Regression Incorporating Graphical Structure among Predictors
With the abundance of high dimensional data in various disciplines, sparse regularized techniques are very popular these days. In this paper, we make use of the structure information among predictors to improve sparse regression models. Typically, such structure information can be modeled by the con...
Wedi'i Gadw mewn:
| Cyhoeddwyd yn: | J Am Stat Assoc |
|---|---|
| Prif Awduron: | , |
| Fformat: | Artigo |
| Iaith: | Inglês |
| Cyhoeddwyd: |
2016
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| Pynciau: | |
| Mynediad Ar-lein: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5830184/ https://ncbi.nlm.nih.gov/pubmed/29503486 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2015.1034319 |
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