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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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Dettagli Bibliografici
Pubblicato in:World Wide Web
Autori principali: Zhu, Xiaofeng, Suk, Heung-Il, Shen, Dinggang
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2018
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Accesso online: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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