8 citations · 8 across the 2 of their papers we have counts for
3 papers
econ.EM2021
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…
econ.EM2020★ 8 cited
Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments
Kyle Colangelo, Ying-Ying Lee
We propose a doubly robust inference method for causal effects of continuous treatment variables, under unconfoundedness and with nonparametric or high-dimensional nuisance functio…
econ.EM2018
Partial Mean Processes with Generated Regressors: Continuous Treatment Effects and Nonseparable Models
Ying-Ying Lee
Partial mean with generated regressors arises in several econometric problems, such as the distribution of potential outcomes with continuous treatments and the quantile structural…