I have generated a fast flexible space filling design and had a few questions about the output. I was wondering what the discrepancy measure metric was measuring? Additionally, what does the MaxPro column at the bottom of the page indicate?
See the explanation in the JMP Help. The categorical factor is explored overall and individual factor settings.
Thank you, I cannot find anything about the discrepancy measure? @Mark_Bailey
The discrepancy measure is a relative measure of the quality of a space filling design solution. It is useful when comparing two or more space filling designs. A smaller discrepancy indicates a better design.
Discrepancy is the difference between the design points (which have an empirical uniform distribution) and a theoretical uniform distribution.