Is the regression $F$-test doubly robust?

Lucy Xia, Oliver Y. Feng, Yang Feng +2

We study the robustness of the $F$-test in random design linear models, and reach a somewhat nuanced conclusion. On the positive side, one of our main results is that the size of t…