JMP 13 Predictive and Specialized Modeling, Second Edition, 2nd Edition

Example of Gaussian Process

This example uses data from a space filling design in two variables with a deterministic equation for Y (the response). You can use the Gaussian Process platform to find the explanatory power of X1 and X2 on Y. You can view the equation for Y in the column formula.

1. Select Help > Sample Data Library and open 2D Gaussian Process Example.jmp.

2. Select Analyze > Specialized Modeling > Gaussian Process.

3. Select X1 and X2 and click X.

4. Select Y and click Y

5. Select Correlation Type > Cubic.

6. Deselect Fast GASP.

7. Click OK.

Figure 14.2 Gaussian Process Report

Note: The estimated parameters can be different due ...