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Are They Independent? The Chi-Square Test for Independence

Students frequently conflate the test for independence with the test for goodness-of-fit. While both use the χ2 \chi^2 statistic, the independence test derives expected values from marginal totals of a contingency table, whereas goodness-of-fit compares observed data against a pre-specified theoretical probability distribution.
Institutional Reference: Applied Statistics
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