Hello, I have a really really basic question that I can't seem to figure out. I'm interested in determining whether a non-linear predictor (using restricted cubic splines) is warranted in my model. For a predictor X, how do I determine using lmer whether rcs(X,3) is significantly better than just X? Thank you, Ariel