Testing against a linear regression model using ideas from shape-restricted estimation

Bodhisattva Sen, Mary Meyer

A formal likelihood ratio hypothesis test for the validity of a parametric regression function is proposed, using a large-dimensional, nonparametric double cone alternative. For ex…