Multivariate strategies in functional magnetic resonance imaging |
Lars Kai Hansen
|
| 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. |
| Keywords | brain imaging, multivariate modeling |
| Type | Journal paper [With referee] |
| Journal | Brain and Language |
| Year | 2007 |
| Electronic version(s) | [pdf] |
| BibTeX data | [bibtex] |
| IMM Group(s) | Intelligent Signal Processing |