Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data

Yu-Chin Hsu, Martin Huber, Ying-Ying Lee +1

While most treatment evaluations focus on binary interventions, a growing literature also considers continuously distributed treatments. We propose a Cramér-von Mises-type test for…