topic Re: Space Filling Design Output in Discussions

Space Filling Design Output

JMpuse1 — Thu, 08 Jun 2023 21:10:46 GMT

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?

Re: Space Filling Design Output

Mark_Bailey — Thu, 04 Aug 2022 14:50:12 GMT

See the explanation in the JMP Help. The categorical factor is explored overall and individual factor settings.

Re: Space Filling Design Output

JMpuse1 — Thu, 04 Aug 2022 14:53:00 GMT

Thank you, I cannot find anything about the discrepancy measure? @Mark_Bailey

Re: Space Filling Design Output

Mark_Bailey — Thu, 04 Aug 2022 15:23:10 GMT

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.