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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Introduction to the Cochran's Q Test
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R demo | Cochran’s Q Test + Pairwise McNemar Tests (post-hoc)
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Cochran's Q Test in SPSS with McNemar as a Post Hoc Test
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Cochran's Q using Python
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Python - Post-Hoc Dunn Test for Cochran Q
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7 - R Programming Tutorial: Cochran Q Test for k Related Samples
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HOW TO DO COCHRAN'S Q IN SPSS
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Cochran's Q - SPSS
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Cochran's Q test using pspp

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Last Updated: April 8, 2026

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