Wu, Chaojiang; Yu, Yan - In: Computational Statistics & Data Analysis 77 (2014) C, pp. 170-187
We consider the estimation problem of conditional quantile when multi-dimensional covariates are involved. To overcome the “curse of dimensionality” yet retain model flexibility, we propose two partially linear models for conditional quantiles: partially linear single-index models (QPLSIM)...