Random Projection for Fast and Efficient Multivariate Correlation Analysis of High-Dimensional Data: A New Approach

Claudia Grellmann, Jane Neumann, Sebastian Bitzer, Peter Kovacs, Anke Toenjes, Lars T. Westlye, Ole A. Andreassen, Michael Stumvoll, Arno Villringer, Annette Horstmann

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
Article number102
JournalFrontiers in Genetics
Volume7
Number of pages19
ISSN1664-8021
DOIs
Publication statusPublished - 7 Jun 2016
MoE publication typeA1 Journal article-refereed

Fields of Science

  • multivariate multimodal data integration
  • Partial Least Squares Correlation
  • dimensionality reduction
  • genome-wide association
  • genetic neuroimaging
  • PARTIAL LEAST-SQUARES
  • EMOTIONAL FACES
  • IMAGING DATA
  • SCHIZOPHRENIA
  • GENOME
  • ASSOCIATION
  • AMYGDALA
  • POLYMORPHISMS
  • CONNECTIVITY
  • ACTIVATION

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