Horowitz, Joel L.; Spokoiny, Vladimir G. - Department of Economics, Tippie College of Business - 2000
This paper is concerned with testing the hypothesis that a conditional median function is linear against a nonparametric alternative with unknown smoothness. We develop a test that is uniformly consistent against alternatives whose distance from the linear model converges to zero at the fastest...