The authors review and extend the literature on robust regression designs. Even for straight line regression, there are cases in which the optimally robust designs ...

A robust approach for testing the parametric form of a regression function versus an omnibus alternative is introduced. This generalizes existing robust methods for testing subhypotheses in a ...