Question

In correlation analysis, the two variables

• A. Are treated with distinction.
• B. Are treated differently based on individual characteristics.
• C. Are treated symmetrically.
• D. Are regressed.

Hint:

In correlation analysis, the focus is on the relationship between two variables, treating them symmetrically.

Answer 1

The Correct Option is C

Step 1: Understanding correlation analysis.
In correlation analysis, the focus is on measuring the strength and direction of the linear relationship between two variables. Both variables are treated symmetrically since correlation does not specify which variable is dependent or independent.

Step 2: Analysis of options.
- (A) Are treated with distinction: This is incorrect. Both variables in correlation analysis are treated symmetrically.
- (B) Are treated differently based on individual characteristics: This is incorrect. In correlation analysis, both variables are treated the same.
- (C) Are treated symmetrically: This is correct. The correlation coefficient measures the strength and direction of the linear relationship between the two variables without distinguishing between them.
- (D) Are regressed: This is incorrect. Regression analysis is different from correlation analysis, as regression considers one variable as dependent and the other as independent.

Step 3: Conclusion.
The correct answer is (C), as correlation analysis treats both variables symmetrically.