Which of the following can best be described as a categorical variable?
AAge
BAnnual income
CGrade point average
DReligion ✓ Correct
Correct answer: (D) Religion
Explanation
Religion is a categorical variable because it sorts cases into distinct groups with no numerical order.
Categorical variables classify by kind rather than by measured quantity.
Age is a quantitative variable measured on a continuous numerical scale.
Annual income is quantitative, expressed in measurable monetary amounts.
Grade point average is quantitative, being a computed numerical score.
Categorical variables are further split into nominal and ordinal types.
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