2 papers
math.ST2022
Nonparametric Estimation of the Continuous Treatment Effect with Measurement Error
Wei Huang, Zheng Zhang
We identify the average dose-response function (ADRF) for a continuously valued error-contaminated treatment by a weighted conditional expectation. We then estimate the weights non…
econ.EM2021
A Unified Framework for Specification Tests of Continuous Treatment Effect Models
Wei Huang, Oliver Linton, Zheng Zhang
We propose a general framework for the specification testing of continuous treatment effect models. We assume a general residual function, which includes the average and quantile t…