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…