I would like to suggest a feature to be added for validation runs of your DoE model. Usually when I have the data for my DoE model I run an additional 3-5 runs to validate the model and compare the outcome of the runs to what the model predicted. It would be very useful to have this as a feature in JMP to augment the design with additional runs and compare the results to the model predictions by a test of equivalence.