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JMpuse1
Level I

Space Filling Design Output

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? 

 

JMpuse1_1-1659624587610.png

 

3 REPLIES 3

Re: Space Filling Design Output

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

JMpuse1
Level I

Re: Space Filling Design Output

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

Re: Space Filling Design Output

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.