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Which of the following is a correct interpretation of a correlation?

1) The correlation is -.85. This means that students with lower verbal SAT scores tend to have lower GPAs as well.
2) The correlation between husbands' and wives' ages is -.85, so the correlation between wives' and husbands' ages is +.85.
3) The correlation is -.85. This means that as the distance of a golf putt increases, the success rate of making the putt decreases.

User Salix Alba
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1 Answer

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Final answer:

The correct interpretation of a correlation among the provided options is the third one: 'The correlation is -.85. This means that as the distance of a golf putt increases, the success rate of making the putt decreases,' which correctly reflects a strong negative correlation.

Step-by-step explanation:

A correlation coefficient is a statistical measure that reflects the correlation or relationship between two variables. It ranges from -1 to +1, where a value of 1 means a perfect positive correlation, 0 means no correlation, and -1 means a perfect negative correlation. The negative sign indicates that as one variable increases, the other decreases, and vice versa for a positive sign.

Looking at the student's question:

  1. The correlation is -.85. This means that students with lower verbal SAT scores tend to have lower GPAs as well. This interpretation is incorrect because a negative correlation would mean that as one variable decreases, the other increases - the opposite of what’s stated.
  2. The correlation between husbands' and wives' ages is -.85, so the correlation between wives' and husbands' ages is +.85. This statement is incorrect because the sign of the correlation does not change with the perspective; it remains the same in both cases.
  3. The correlation is -.85. This means that as the distance of a golf putt increases, the success rate of making the putt decreases. This is a correct interpretation, showing a strong negative correlation where increasing distance is associated with decreasing success rates.

Therefore, the correct interpretation of a correlation among the options provided by the student is the third one.

User Jameswilliamiii
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