Augment a design with center points to check for curvature and reduce the prediction error in the center of the factor region. Center points are usually replicated points that allow for an independent estimate of pure error, which can be used in a lack-of-fit test.
This example adds two center points to an 8-run design.
1. Select Help > Sample Data Folder and open Design Experiment/Reactor 8 Runs.jmp.
2. Select DOE > Augment Design.
3. Select Percent Reacted and click Y, Response.
4. Select Feed Rate, Catalyst, Stir Rate, Temperature, and Concentration and click X, Factor.
5. Click OK.
6. Click Add Centerpoints, enter 2, and then click OK.
7. Click Make Table.
Figure 6.15 Design with Two Center Points AddedÂ