Dear JMP-Experts,
I have two questions:
Question 1) I created two RSM-Designs using the custom Designer
-The first design has 3 Factors, of which two factors (Factor1 and 2) are continuous with three factor settings and the third factor is discrete numerical with four factor settings (two include 0 as additional setting)-->See below.
-The second design, is similar to plan 1 but with four factors; three factors continuous and 1 factor discrete numerical to include 0 (See below)
-->Now my question: In both cases, JMP creates some odd numbers as factor setting (See below in bold), which are hard for me to explain? What is the mathematical and pratical reason for these odd numbers and how are they generated and how is the factor chosen with these odd factor setting (seems to be a bit random)
Plan 1
#Run | Factor1 | Factor2 | Factor3 |
1 | 252 | 12 | 0.01 |
2 | 280 | 10 | 0.01 |
3 | 280 | 10 | 0.02 |
4 | 308 | 12 | 0.02 |
5 | 280 | 8 | 0.02 |
6 | 290.92 | 10 | 0.03 |
7 | 252 | 10 | 0.02 |
8 | 264.04 | 12 | 0.03 |
9 | 252 | 8 | 0 |
10 | 280 | 8 | 0.01 |
11 | 308 | 8 | 0.03 |
12 | 252 | 8 | 0.03 |
13 | 308 | 10 | 0.01 |
14 | 308 | 8 | 0 |
15 | 289.52 | 12 | 0 |
16 | 280 | 10 | 0 |
Plan 2
#Run | Factor1 | Factor2 | Factor3 | Factor4 |
1 | 308 | 12 | 0.03 | 50 |
2 | 280 | 10 | 0 | 50 |
3 | 252 | 12 | 0.03 | 55 |
4 | 308 | 12 | 0.01 | 55 |
5 | 252 | 8 | 0 | 45 |
6 | 280 | 10 | 0.02 | 55 |
7 | 252 | 8 | 0.01 | 55 |
8 | 252 | 12 | 0.01 | 45 |
9 | 280 | 8 | 0.03 | 45 |
10 | 308 | 10 | 0.02 | 45 |
11 | 308 | 8 | 0.03 | 55 |
12 | 252 | 10 | 0.02 | 50 |
13 | 252 | 12 | 0 | 55 |
14 | 252 | 8 | 0.02 | 50 |
15 | 308 | 8 | 0.01 | 46.85 |
16 | 280 | 10 | 0.01 | 50 |
17 | 280 | 10 | 0.01 | 50 |
18 | 280 | 12 | 0.02 | 50 |
19 | 280 | 12 | 0.02 | 45 |
20 | 308 | 12 | 0 | 45 |
21 | 308 | 8 | 0 | 55 |
22 | 252 | 10 | 0.03 | 45 |
- Question 2:
Why is it not a good idea not use 0 as factor setting for a RSM with continuous factors. I know that a factor setted to zero is techical not continuous anymore but rather categorical. But what is the risk of doing that? How can I explain to a non DoE expert not to do that?
Thanks a lot for your help in advance!