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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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