Why is my lack of fit p-value very small?
Hello, JMP community. I have recently finished my experiments following an RSM design. I have inputted the data in the software and ran the model (accounting for interactions and RS). I have excluded the factors and interactions that were irrelevant based on the Effect Summary table. However, the lack of fit p-value remains very small (see screenshot below). I'm afraid the model is overfitting bec...