Inference for high-dimensional linear expectile regression with de-biased method

Xiang Li, Yu-Ning Li, Li-Xin Zhang +1

In this paper, we address the inference problem in high-dimensional linear expectile regression. We transform the expectile loss into a weighted-least-squares form and apply a de-b…