Integrative analysis of multiple diverse omics datasets by sparse group multitask regression

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...

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Bibliographic Details
Main Authors: Dongdong eLin, Jigang eZhang, Jingyao eLi, Hao eHe, hong-wen eDeng, Yu-Ping eWang
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-10-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
Osteoporosis
Group Lasso
: Sparse regression
multitask learning
significant test
Online Access:http://journal.frontiersin.org/Journal/10.3389/fcell.2014.00062/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fcell.2014.00062/full

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