fMRI Data Analysis using ANOVA


Analysis of Variance (ANOVA) can be used to detect activations in fMRI data, without specifying the shape of the time course expected. ANOVA is commonly used to analyse evoked potentials, and is suited to the type of experiment where the same stimulus is presented a number of times, and to which the shape of the response is the same following each presentation, but this shape is not predictable. The FMRIB MEDx implementation is described here.



Running MEDx ANOVA


Cyclic ANOVA


Triggered ANOVA


Theory behind using ANOVA for fMRI Analysis

For the theory behind ANOVA see section 6.3.5. of my PhD thesis, or
Clare, S., Humberstone, M., Hykin, J., Blumhardt, L., Bowtell, R. and Morris, P. (1999) Detecting Activations in Event-Related fMRI Using Analysis of Variance Magnetic Resonance in Medicine. 42 1117-1122.


Stuart Clare 18.2.00