Disadvantages of the “one-factor-at-a-time” approach relative to the factorial design method: (i) It requires more runs for the same precision in effect estimation. (ii) It cannot estimate some...



Disadvantages of the “one-factor-at-a-time” approach relative to the factorial


design method:


(i) It requires more runs for the same precision in effect estimation.


(ii) It cannot estimate some interactions.


(iii) Conclusions from its analysis are not general.


(iv) It can miss optimal factor settings.



May 26, 2022
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