Distributed sparse composite quantile regression in ultrahigh dimensions

We study the sparse composite quantile regression under ultrahigh dimensionality and make theoretical and algorithmic contributions.

Sparse Composite Quantile Regression in Ultrahigh Dimensions With Tuning Parameter Calibration

We study the sparse composite quantile regression under ultrahigh dimensionality and make theoretical and algorithmic contributions.