Weighted quantile regression via support vector machine
The support vector weighted quantile regression approach is proposed. It nests several popular quantile regression methods as special cases. We provide a simple conditional quantile estimator of the proposed approach. It shows superior predictive ability in numerical simulations and applications.
quantile regression support vector machine support vector weighted quantile regression weight function