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. This video demonstrates what type of variables are relevant for the Cochran's Q test using a dataset derived from a survey instrument.
YouTube Excerpt: Instructional video on determining an effect size

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Last Updated: April 9, 2026

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