138k views
0 votes
Which correlation coefficient indicates the STRONGEST relation between two variables?

a. +.75
b. -.81
c. +1.25
d. 0.00

User Pallie
by
7.5k points

1 Answer

0 votes

Final answer:

The strongest correlation coefficient among the options is b. -.81, which indicates a strong negative relationship. Option c is invalid as it exceeds the possible range for correlation coefficients, and option a is a strong positive correlation but still weaker compared to option b.

Step-by-step explanation:

The correlation coefficient that indicates the strongest relationship between two variables among the provided options is b. -.81. The correlation coefficient, represented with the letter r, can range from -1 to +1. Negative and positive values indicate the direction of the relationship, with -1 being a perfect negative correlation and +1 being a perfect positive correlation. A value of 0 indicates no correlation. Option c. +1.25 is not a valid correlation coefficient since it falls outside the range of -1 to +1. Even though option a. +.75 is a strong positive correlation, option b. -.81 indicates a stronger, yet negative relationship. The closer the absolute value of the correlation coefficient is to 1, regardless of the sign, the stronger the relationship between two variables.

User Urvishsinh Mahida
by
8.3k points