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Methods

In section 3.4 we showed that the two-level model can be inferred upon using the summary statistics of the first-level model inference (equation 14). This means that all-in-one and split-level inference is equivalent when we infer on the top-level regression parameters. Here we use four different null artificial datasets from the two-level model for $ 400$ voxels to validate the fast approximation and MCMC/BIDET inference we perform on equation 14.



Subsections