SPM actually has some option for full mixed-effect models (at least the SPM12b version). The method probably corresponds to Friston et al. (2005, Neuroimage), "Mixed-effects and fMRI studies". http://www.fil.ion.ucl.ac.uk/spm/doc/papers/karl_mixed.pdf It's going to be memory demanding though.
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