If the remainder term of the regression function is too small, the smoothing and least-squares splines result in a close fit to the polynomial regression estimators. The methods are illustrated with ...

Regression models using fractional polynomials of the covariates have appeared in the literature in an ad hoc fashion over a long period; we provide a unified description and a degree of formalization ...