Web Reference: If there are only two groups, then Cochran’s Q test and the McNemar test are equivalent. The procedure tests that the probability of success is the same for every group. Cochran's Q test can be regarded as a generalized version of McNemar's test that can be applied to evaluate multiple classifiers. In a sense, Cochran's Q test is analogous to ANOVA for binary outcomes. Instructional video on performing a Cochran's Q test with Python. This test could be used if you have a multiple response set.
YouTube Excerpt: Instructional video on performing a
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