Chi-square analysis always begins with the assumption that no association exists between the two categorical variables under analysis.

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Chi-square analysis is used to determine whether there is a significant association between two categorical variables. However, before conducting the analysis, the null hypothesis assumes that there is no association between the variables, and the observed frequencies are due to chance.

Chi-Square Analysis Always Begins with the Assumption That No Association