Multivariate strategies in functional magnetic resonance imaging

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    Abstract

    We 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.
    Original languageEnglish
    JournalBrain and Language
    Volume102
    Issue number2
    Pages (from-to)186-191
    ISSN0093-934X
    DOIs
    Publication statusPublished - 2007

    Keywords

    • multivariate modeling
    • brain imaging

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