Fast Algorithms for the Quantile Regression Process

Victor Chernozhukov, Iván Fernández-Val, Blaise Melly

The widespread use of quantile regression methods depends crucially on the existence of fast algorithms. Despite numerous algorithmic improvements, the computation time is still no…