Sampling issues in my model: Reparamterization does not seem to work

Can you describe the context of the data you’re trying to model? I find it a little odd to see an int data variable is used as a bound on real parameter.

Oh, and while you’re doing the “non-centered” parameterization by hand, see here for how to use the new-ish <offset=...,multiplier=...> syntax plus a data toggle to achieve the non-centered parameterization more easily.