Non-parametric Quantile Regression and Uniform Inference with Unknown Error Distribution

Haoze Hou, Wei Huang, Zheng Zhang

This paper studies the non-parametric estimation and uniform inference for the conditional quantile regression function (CQRF) with covariates exposed to measurement errors. We con…