44.4k views
2 votes
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
8.3k points

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

No related questions found

Welcome to QAmmunity.org, where you can ask questions and receive answers from other members of our community.

9.4m questions

12.2m answers

Categories