Random Projection for fast and efficient multivariate correlation analysis of high-dimensional data: A new approach

In recent years, the advent of great technological advances has produced a wealth of very high-dimensional data, and combining high-dimensional information from multiple sources is becoming increasingly important in an extending range of scientific disciplines. Partial Least Squares Correlation (PLS...

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Egile Nagusiak:	Claudia eGrellmann, Jane eNeumann, Sebastian eBitzer, Peter eKovacs, Anke eTönjes, Lars Tjelta Westlye, Ole Andreas Andreassen, Michael eStumvoll, Arno eVillringer, Annette eHorstmann
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	Frontiers Media S.A. 2016-06-01
Saila:	Frontiers in Genetics
Gaiak:	genome-wide association dimensionality reduction Partial least squares correlation Genetic neuroimaging Multivariate multimodal data integration
Sarrera elektronikoa:	http://journal.frontiersin.org/Journal/10.3389/fgene.2016.00102/full
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