The null hypothesis associated with the sample Chi square statistic is that the two intervally scaled) variables are statistically independent.

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The Chi-square test is typically used for testing relationships between categorical variables, not interval-scaled variables. The null hypothesis for a Chi-square test of independence states that there is no association between the two categorical variables.

The Null Hypothesis Associated with the Sample Chi Square Statistic