Figure 1. Linear Regression Models with a quadratic term (dashed line) and without it (solid line).

Residual plots are for the model with only the linear term included. Jitter, that is a uniform random variable on the interval [−0.3, 0.3], was added to x-axis for enhanced discernibility, but did not enter to model estimation.