Kong, Efang; Linton, Oliver; Xia, Yingcun - Centre for Microdata Methods and Practice (CEMMAP) - 2011
This paper is concerned with the nonparametric estimation of regression quantiles where the response variable is randomly censored. Using results on the strong uniform convergence of U-processes, we derive a global Bahadur representation for the weighted local polynomial estimators, which is...