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frankderuyck
Level VI

Split Plot plot with Easy DOE

Using Easy DOE I tried to create a RSM model split plot DOE with 4 easy to change continuous factors and on hard to change 3-level categorical effect cfr. screen shot here below

frankderuyck_0-1683623538516.png

Why are in the whole plots the hard to change effect X5 levels still randomized cfr. screen shot below? Can easy DOE be used to create a split plot?

frankderuyck_1-1683623867641.png

 

4 REPLIES 4
Victor_G
Super User

Re: Split Plot plot with Easy DOE

Hi @frankderuyck,

 

I did the same steps as you and have the same design problem, with randomization in the whole plots for the "Hard to Change" factor.
However, with the Custom design, I'm able to have a design that do respect the restriction on randomization of hard-to-change factor X5 :

Victor_G_0-1683633083733.png

 

I would use the "Custom Design" platform for this kind of use case, as this seems more accurate and relevant (a split-plot design might not be an "easy" DoE ).

All the best,

Victor GUILLER
L'Oréal Data & Analytics

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

Re: Split Plot plot with Easy DOE

Hi Victor, I know it works fine with Custom DOE.

As it doen not work It would be better to eleminate the hard to change factor option from the easy DOE platform, pity, I would like to use it as a standard in DOE training but unfortunately not possible. Is easy DOE OK for blocking? 

Regards, Frank

statman
Super User

Re: Split Plot plot with Easy DOE

My guess is Easy DOE is intended to encourage the use of experimental design.  I can see there might be some benefit getting novices to use experiments instead of OFAT's. While I understand this purpose, in reality it is an oxymoron.  If you are teaching DOE, you must certainly realize this.   It takes me about 20 days to teach how to plan, prepare, design and analyze experiments that are appropriate for the situation.  I start with fundamentals before using custom design as there are so many options available it can become overwhelming.

"All models are wrong, some are useful" G.E.P. Box
frankderuyck
Level VI

Re: Split Plot plot with Easy DOE

Agree that split plot is more advanced (but still is part of a training) so better eleminate the hard to change factor option from easy DOE