Before revision:  We conduct an extensive set of Monte-Carlo simulations to compare different ways to set up the test procedure and choose the tuning parameter. The test performs well under different data generating processes, even when the underlying model is not very sparse.
After revision:  We conduct an extensive set of Monte-Carlo simulations that show our tests perform well under different data generating processes, even when the underlying model is not very sparse.