AR1 should allow multiple independent dimensions if that’s wbat you’re looking for. Just pass parameters that “batch to the left” or extra dimensions on the left. If you want a multivariate AR (and not just multiple ARs) process you can use CustomDist but it didn’t look like that was what you were after