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Hansen, Lars Kai – Brain and Language, 2007
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.
Descriptors: Multivariate Analysis, Laboratory Procedures, Models, Case Studies

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