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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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Detalhes bibliográficos
Publicado no:World Wide Web
Main Authors: Zhu, Xiaofeng, Suk, Heung-Il, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha: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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