When a category of a variable has very few cases in it, we might conclude that the

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When a category of a variable has very few cases, it often suggests that the categories may not have been well conceptualized or defined, leading to an uneven distribution of cases across the categories. This does not directly relate to the null hypothesis, probability values, or the relationship between independent and dependent variables.

When a Category of a Variable Has Very Few Cases