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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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書目詳細資料
發表在:World Wide Web
Main Authors: Zhu, Xiaofeng, Suk, Heung-Il, Shen, Dinggang
格式: Artigo
語言:Inglês
出版: 2018
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在線閱讀: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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