Regression Data Analysis, Overfitting, Loocv, Crossvalidation, Calibration.
the nature of the data, computational considerations and the desired properties of the fit. As an example, I want to see if the monomial basis (x^i) is orthogonal by calculating the inner product over the interval [-1,1] with a few basis. You can see that the inner product between odd and even