Blind Analysis for Design of Experiments and Response Surface Methodology
Mar 24, 2016 3:48 PM
Blind Analysis (DOE-RSM).jmpaddin
Blind Analysis for DOE and RSM
In Blind Analysis, you need to hide the answer from the analyst to avoid accidental bias. This script helps you accomplish this for DOE and RSM. For more details, please see the book, "Blind Analysis for Design of Experiments and Response Surface Methodology," by William D. Kappele.
Disguising the Design
Once data have been collected you will need to disguise your design. Simply use the “Disguise” command:
This will produce an Analysis Key and a Disguised Design:
Analyzing the Design
The analyst needs to save his final analysis as a script:
Revealing the Analysis
When the analyst returns the disguised design, you can reveal the analysis:
Now you just need to run the Fit Model script and Maximize Desirability to find a Sweet Spot.