I am performing materials design with DOE. I already have 150 experimental data. There are more 15 variables. Now I want to add additional runs by Augment Design. I am confused how to determine the Numbers of Runs. How do I know the new experiments from augment design is good or not?
PS: I have tried the Numbers of Runs from 300 to 100000, the D-eff. is still low and never reach 100. it can reach 40 at round 8000, but 8000 new experiments are too much. What should I do ?
Thank you very much. phil_kay.
I have read the first 3 chapter yet and get a lot of details. However, I am confused what should I do in real case since the book did not show how to do it.
Could you tell me how to consider the power to detect the effect. A tutorial or example will be the best.
And one should never forget about actual training with hands-on tutorials, quizzes, etc. You can see that there are several possible options when it comes to design of experiments, including e-learning. Based on your questions, I would recommend the course JMP Software: Custom Design of Experiments. https://support.sas.com/training/us/paths/jmp.html
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