A Non-Parametric Box-Cox Approach to Robustifying High-Dimensional Linear Hypothesis Testing

He Zhou, Hui Zou

The mainstream theory of hypothesis testing in high-dimensional regression typically assumes the underlying true model is a low-dimensional linear regression model, yet the Box-Cox…