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Neural Information Processing Systems 

When standardizing as in Figure 1, the10 smallest width produced by [Thm. We feel it is important to also maintain our existing real-data24 experiments, as these best reflect how the competing CIs and tests perform in practice, under the eccentricities of25 real data which are hard to capture with synthetic data. For example, itiscommon in real data to haveone method26 dominate for smaller sample sizes and the other dominate for larger sample sizes; this is precisely what we see in27 the right column of Figure 1.

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