Figure 11: Estimated power with N = 100 sample points for the M$_{m}$ (black) and S$_{m}$ (grey) statistics for m ∈ { 2 ,..., 29 } for the setups of Figure 10. The power of the minimum p -value is the horizontal dashed black line when it combines the p -values based on M$_{m}$ , and the horizontal dotted grey line when it combines the p -values based on S$_{m}$ . The vertical lines show the optimal m for M$_{m}$ (grey) and S$_{m}$ (black). 70