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Sorry to get back to this so late - I just rediscovered this in my in-box.

#- Calculate the SPM global value for each volume.
for i in range(data.shape[-1]):
spm_vals.append (spm_global(data[:,:,:,i]))
return spm_vals # Return the result.
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Notice that the docstring above says this should be an array - you might consider converting the list to an array here.

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