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Florent_M
Level IV

Random data from a factor table without using Fast Flexible Filling Design

Hello!
Is there an easy way to make random data from a factor table (the thing used to define factors in the DoE platform) without using Fast Flexible Filling Design? Fast Flexible Filling Design starts to become very slow after 1,000 runs.
I would really appreciate any suggestions.
Best wishes,

1 ACCEPTED SOLUTION

Accepted Solutions
Victor_G
Super User

Re: Random data from a factor table without using Fast Flexible Filling Design

Hi @Florent_M,

If I understand your question correctly, having faced a similar situation, here is what I have done :

  • Create a very simple DoE based on your factors table, and add a dummy response variable
  • Create a model of the dummy response variable based on your factors
  • Use the Simulator option from the Profiler and specify the type of distribution you would like to create for your different factors
  • You can then specify the number of runs you want and create a Simulation table (the design behind is a Latin Hypercube).

 

Perhaps a more direct option with your factors table : https://www.jmp.com/support/help/en/18.0/#page/jmp/example-of-simulating-general-formulas.shtml#ww51...

Hope I understood your topic and that this option makes sense for your needs ?

Victor GUILLER

"It is not unusual for a well-designed experiment to analyze itself" (Box, Hunter and Hunter)

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2 REPLIES 2
Victor_G
Super User

Re: Random data from a factor table without using Fast Flexible Filling Design

Hi @Florent_M,

If I understand your question correctly, having faced a similar situation, here is what I have done :

  • Create a very simple DoE based on your factors table, and add a dummy response variable
  • Create a model of the dummy response variable based on your factors
  • Use the Simulator option from the Profiler and specify the type of distribution you would like to create for your different factors
  • You can then specify the number of runs you want and create a Simulation table (the design behind is a Latin Hypercube).

 

Perhaps a more direct option with your factors table : https://www.jmp.com/support/help/en/18.0/#page/jmp/example-of-simulating-general-formulas.shtml#ww51...

Hope I understood your topic and that this option makes sense for your needs ?

Victor GUILLER

"It is not unusual for a well-designed experiment to analyze itself" (Box, Hunter and Hunter)
Florent_M
Level IV

Re: Random data from a factor table without using Fast Flexible Filling Design

Hi @Victor_G !

 

Thanks for the tip, even if the method isn't the most direct and the graphical interface isn't the most user-friendly, it works!

 

Best regards,

Florent

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