What inspired this wish list request? When performing this kind of fit there is a lot of trial and error in choosing the Structure and type to find a best model. This requires running the model multiple times and comparing fit statistics.
What is the improvement you would like to see? Like some other JMP platforms, this one should offer a model all option and show a table and maybe graphs comparing the fit statistics to help choose the best one(s).
Why is this idea important? Increase user efficient and help them choose the best model.