The null hypothesis for a chi-square contingency test of independence for two variables always assumes that the variables are independent.

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The null hypothesis for a chi-square contingency test of independence assumes that there is no relationship between the two variables, or in other words, they are independent. Therefore, the null hypothesis assumes independence, and the alternative hypothesis assumes dependence.

The Null Hypothesis for a Chi-Square Contingency Test of Independence