Robust Inference for High-dimensional Linear Models with Heavy-tailed Errors via Partial Gini Covariance

Yilin Zhang, Songshan Yang, Yunan Wu +1

This paper introduces the partial Gini covariance, a novel dependence measure that addresses the challenges of high-dimensional inference with heavy-tailed errors, often encountere…