In my thesis I've used several experimental designs, most of them "central composite designs" with 3 variables and 20 runs (6 times central point + 8 points on the "cube corners" + 6 points on the axis).
The experiments have been planned and analyzed with the software
JMP 7, which creates quite lengthy reports and for each of my 5 DoE 's I have about 20 Y-values.
In the chapter "results" of my thesis, I'm showing graphs similar to those here
and of course the significant interactions.
I wonder which additional data I should provide in the annex for the reader.
For sure, I'll add:
- "raw data" (the table with values which the response surface design was calculated with)
- the parameter estimator for each linear and quadratic effect as well as the "p"-value for the significance.
I'm not an expert in statistics, so I wonder which other data describing the models would be necessary or helpful to properly document my work. Can anybody help, please?