Asymptotics of nonparametric L-1 regression models with dependent data

Zhibiao Zhao, Ying Wei, Dennis K. J. Lin

We investigate asymptotic properties of least-absolute-deviation or median quantile estimates of the location and scale functions in nonparametric regression models with dependent…