Most recently, I have found myself using polynomial equations to both model growth rates and predict ... So, a simple example for you would be y=x 2 +x+1. I will now walk you through the five ...

For example, a straight line underfits a third-order polynomial underlying a model with normally distributed noise (Fig. 1b). In contrast, a fifth-order polynomial overfits it—model parameters ...