Qu, Zhongjun; Yoon, Jungmo - Department of Economics, Boston University - 2011
We consider the estimation and inference about a nonparametrically specified con- ditional quantile process. For estimation, a two-step procedure is proposed. The first step utilizes local linear regressions and maintains quantile monotonicity through sim- ple inequality constraints. The second...