Quantile Estimation of A general Single-Index Model
arXiv:0803.2474
Abstract
The single-index model is one of the most popular semiparametric models in Econometrics. In this paper, we define a quantile regression single-index model, which includes the single-index structure for conditional mean and for conditional variance.
32pages