Lee, Sokbae; Song, Kyungchul; Whang, Yoon-Jae - 2011
This paper develops tests for inequality constraints of nonparametric regression functions. The test statistics involve a one-sided version of Lp-type functionals of kernel estimators. Drawing on the approach of Poissonization, this paper establishes that the tests are asymptotically...