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Incorporating group correlations in genome-wide association studies using smoothed group Lasso
In genome-wide association studies, penalization is an important approach for identifying genetic markers associated with disease. Motivated by the fact that there exists natural grouping structure in single nucleotide polymorphisms and, more importantly, such groups are correlated, we propose a new...
Αποθηκεύτηκε σε:
| Κύριοι συγγραφείς: | , , , |
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| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
Oxford University Press
2013
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3590928/ https://ncbi.nlm.nih.gov/pubmed/22988281 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxs034 |
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