A more complicated model is seen using Borehole Latin Hypercube.jmp, found in the Design Experiment folder.
Borehole Latin Hypercube Launch Dialog
When you click OK, the following Actual by Predicted plot appears.
The Model Report shows us that this is mainly due to one factor, log10 Rw. The main effect explains 87.5% of the variation, with 90.5% explained when all second-order interactions are included.
The Marginal Model plots confirm that log10 Rw is a highly involved participant in Y’s variation.