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Nearest-Neighbor Projected Distance Regression for Epistasis Detection in GWAS With Population Structure Correction
Nearest-neighbor Projected-Distance Regression (NPDR) is a feature selection technique that uses nearest-neighbors in high dimensional data to detect complex multivariate effects including epistasis. NPDR uses a regression formalism that allows statistical significance testing and efficient control...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7387719/ https://www.ncbi.nlm.nih.gov/pubmed/32774345 http://dx.doi.org/10.3389/fgene.2020.00784 |