A chi-square test for homogeneity can support a conclusion that:
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two variables are somehow dependent.
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two variables are linearly dependent.
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the distribution of a single categorical variable is similar for two or more disparate populations.
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the distribution of two categorical variables is similar for two or more disparate populations.