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Which of the following correlation coefficients represents the STRONGEST relationship?

a. -.97
b. +.79
c. +1.03
d. -.82

2 Answers

3 votes

Final answer:

The strongest correlation coefficient from the given options is -.97 as it is the closest to -1, indicating a very strong negative linear relationship between two variables.

Correct option is a. -.97

Step-by-step explanation:

The correlation coefficient that represents the strongest relationship between two variables from the given options is a. -.97. This is because the correlation coefficient indicates the strength and direction of a linear relationship between two variables. Coefficients can range from -1 to +1, where -1 indicates a perfect negative relationship, +1 indicates a perfect positive relationship, and 0 indicates no relationship. The strength is determined by the absolute value of the coefficient, where values closer to 1 or -1 represent stronger relationships.

Therefore, a coefficient of -.97 shows a very strong negative relationship, and in comparison to other listed coefficients like +.79, +1.03 (which is not possible as it exceeds the range), and -.82, -.97 is closest to -1, hence the strongest.

User Tarwn
by
7.8k points
4 votes

Answer:

b. +.79

Step-by-step explanation:

The correlation coefficient measures the strength and direction of the relationship between two variables. It ranges from -1 to +1, with values closer to -1 or +1 indicating a stronger relationship.

Looking at the options, the answer is b. +.79

User Stropitek
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8.7k points