Testing the shape of a regression curve

Abstract

This paper proposes a hypothesis testing procedure for nonparametric regression models based on regression splines. We assume that the sample is a part of stationary sequence which satisfy a mild mixing property. The approach yields tests of monotonicity and convexity.