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Group sparse reduced rank regression for neuroimaging genetic study

The neuroimaging genetic study usually needs to deal with high dimensionality of both brain imaging data and genetic data, so that often resulting in the issue of curse of dimensionality. In this paper, we propose a group sparse reduced rank regression model to take the relations of both the phenoty...

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Bibliographic Details
Published in:World Wide Web
Main Authors: Zhu, Xiaofeng, Suk, Heung-Il, Shen, Dinggang
Format: Artigo
Language:Inglês
Published: 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6788769/
https://ncbi.nlm.nih.gov/pubmed/31607788
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11280-018-0637-3
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