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Which of the following r-values represents the strongest correlation?A.0.25B.0.45C.0.55D.0.35

Question

Which of the following r-values represents the strongest correlation?A.0.25B.0.45C.0.55D.0.35

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Solution

The r-value, also known as the correlation coefficient, measures the strength and direction of a linear relationship between two variables. It ranges from -1 to 1. An r-value of 1 indicates a perfect positive correlation, while an r-value of -1 indicates a perfect negative correlation. An r-value of 0 indicates no correlation.

In the given options, the r-values are all positive, indicating a positive correlation. The strength of the correlation increases as the r-value approaches 1.

Therefore, comparing the given options:

A. 0.25 B. 0.45 C. 0.55 D. 0.35

The r-value that represents the strongest correlation is C. 0.55, as it is closest to 1.

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