Hyperpriors for a MvNormal prior

You can definitely create a covariance matrix like that but you have to use theano constructors (don’t ask me which though :stuck_out_tongue: ), but it will probably not sample very well.

You can have a rough (zero-centered) prior control on the correlations with the LKJCholkeyCov by adjusting the eta parameter, but I guess you are not happy with that?