Connectivity science [1,2] has emerged as a powerful approach to studying the network architecture of the brain [3–5], its dynamics [6–8], and its involvement in function and disease [9–13]. Good data and good statistics are key to the success of these connectome (see Glossary) investigations [14–18].

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