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View full-text article in PMC

. Author manuscript; available in PMC: 2021 Oct 13.

Published in final edited form as: J Mach Learn Res. 2021 Mar;22(141):1–49.

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License: CC-BY 4.0, see https://creativecommons.org/licenses/by/4.0/. Attribution requirements are provided at http://jmlr.org/papers/v22/19-558.html.

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Figure 16: — Proportion of rejected test as a function of the significance level for pairwise equal distribution tests between pairs of graphs representing scans of the same subject (left) and different subjects (right). The black dotted line on the left figure corresponds to the identity, indicating the expected proportion of rejections assuming that the distribution of same-subject graphs is the same. The test constructed with MASE estimates either using the asymptotic distribution (MASE-A) or parametric bootstrap (MASE-B) to approximate the null is rejected more often than the OMNI test.