Integrative analysis of multiple diverse omics datasets by sparse group multitask regression
A variety of high throughput genome-wide assays enable the exploration of genetic risk factors underlying complex traits. Although these studies have remarkable impact on identifying susceptible biomarkers, they suffer from issues such as limited sample size and low reproducibility. Combining indivi...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2014-10-01
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| Series: | Frontiers in Cell and Developmental Biology |
| Subjects: | |
| Online Access: | http://journal.frontiersin.org/Journal/10.3389/fcell.2014.00062/full |