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Which of the following pairs of correlation coefficients is exactly equal in strength of prediction?

a) r=+.05 and r=-.06
b) r=-.78 and r=+.43
c) r=+.84 and r=-.84
d) r=+.56 and r=+.53

User Asi
by
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1 Answer

7 votes

Final answer:

The correlation coefficient measures the strength and direction of the linear relationship between two variables. The correlation coefficients r=+.84 and r=-.84 are exactly equal in strength of prediction.

Therefore, the correct answer is (c) r=+.84 and r=-.84.

Step-by-step explanation:

The correlation coefficient is a measure of the strength and direction of the linear relationship between two variables. The value of the correlation coefficient ranges from -1 to +1. A correlation coefficient of 1 indicates a perfect positive relationship, while a correlation coefficient of -1 indicates a perfect negative relationship. A correlation coefficient of 0 indicates no relationship.

Looking at the given options:

a) r=+.05 and r=-.06: These correlation coefficients are both very close to 0 and indicate a weak relationship.

b) r=-.78 and r=+.43: These correlation coefficients have different signs and indicate different directions of the relationship. The correlation coefficient of -.78 indicates a stronger negative relationship than the correlation coefficient of +.43, which indicates a moderate positive relationship.

c) r=+.84 and r=-.84: These correlation coefficients have the same absolute value but different signs. They are equal in strength but opposite in direction, indicating a strong relationship.

d) r=+.56 and r=+.53: These correlation coefficients have similar values and indicate a moderate positive relationship.

Therefore, the correct answer is (c) r=+.84 and r=-.84.

User BenMansourNizar
by
8.4k points