Confounds in multivariate pattern analysis: Theory and rule representation case study

It is demonstrated that widely used approaches to MVPA can systematically admit certain confounds that are appropriately eliminated by GLMA, which raises the question of whether recently reported results truly reflect rule representations, or rather the effects of confounds such as reaction time, difficulty, or other variables of no interest.