Design Of Experiments, Response Surface, Spline, Box Behnken, Central Composite Design.
going on. The heatmaps already revealed as much. And here, we have the PROC GLIMMIX approach, including the treatment. The residuals are really not that great, hinting at model misspecification, or just an absence of a curve-linear relationship. In the end, the results do mimic the observations.