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Novel applications of multitask learning and multiple output regression to multiple genetic trait prediction
Given a set of biallelic molecular markers, such as SNPs, with genotype values encoded numerically on a collection of plant, animal or human samples, the goal of genetic trait prediction is to predict the quantitative trait values by simultaneously modeling all marker effects. Genetic trait predicti...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2016
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4908333/ https://www.ncbi.nlm.nih.gov/pubmed/27307640 http://dx.doi.org/10.1093/bioinformatics/btw249 |