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Alternative Hypothesis
A statistical hypothesis that proposes a difference or effect, contrasting the null hypothesis.
Expected Frequencies
The anticipated counts in each category of a contingency table assuming no association between the variables.
Null Hypothesis
A hypothesis used in statistics that proposes no significant difference or effect.
Qualitative Variables
Variables that express attributes or categories, such as gender, nationality, or brand preference, and cannot be quantitatively measured.
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