2008-04-03Buch
The Stochastic Fluctuation of the Quantile Regression Curve
Härdle, Wolfgang Karl; Song, Song
Let (X1, Y1), . . ., (Xn, Yn) be i.i.d. rvs and let l(x) be the unknown p-quantile regression curve of Y on X. A quantile-smoother ln(x) is a localised, nonlinear estimator of l(x). The strong uniform consistency rate is ...