Multivariate strategies in functional magnetic resonance imaging

Lars Kai Hansen

AbstractWe discuss aspects of multivariate fMRI modeling, including the statistical evaluation of multivariate models and means for dimensional reduction. In a case study we analyze linear and non-linear dimensional reduction tools in the context of a `mind reading' predictive multivariate fMRI model.
Keywordsbrain imaging, multivariate modeling
TypeJournal paper [With referee]
JournalBrain and Language
Electronic version(s)[pdf]
BibTeX data [bibtex]
IMM Group(s)Intelligent Signal Processing

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