supported by National Natural Science Foundation of China(Grant Nos.11801355 and 11971116).
Based on the data-cutoff method,we study quantile regression in linear models,where the noise process is of Ornstein-Uhlenbeck type with possible jumps.In single-level quantile regression,we allow the noise process to...